The impact of antiretroviral therapy on population-level virulence evolution of HIV-1

被引:9
作者
Roberts, Hannah E. [1 ]
Goulder, Philip J. R. [2 ,3 ]
McLean, Angela R. [4 ,5 ]
机构
[1] Peter Medawar Bldg Pathogen Res, Nuffield Dept Clin Med, Oxford, England
[2] Univ Oxford, Dept Paediat, Oxford OX1 3SY, England
[3] Univ KwaZulu Natal, Doris Duke Med Res Inst, HIV Pathogenesis Programme, Durban, South Africa
[4] Oxford Martin Sch, Inst Emerging Infect, Oxford OX1 3BD, England
[5] Univ Oxford, Dept Zool, Oxford OX1 3PS, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
HIV-1; virulence evolution; antiretroviral therapy; set point viral load; between-host modelling; POINT VIRAL LOAD; CD4 CELL COUNTS; SET-POINT; PROGNOSTIC MARKERS; TEMPORAL TRENDS; INFECTION; EPIDEMIC; AFRICA; SEROCONVERSION; TRANSMISSION;
D O I
10.1098/rsif.2015.0888
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In HIV-infected patients, an individual's set point viral load (SPVL) strongly predicts disease progression. Some think that SPVL is evolving, indicating that the virulence of the virus may be changing, but the data are not consistent. In addition, the widespread use of antiretroviral therapy (ART) has the potential to drive virulence evolution. We develop a simple deterministic model designed to answer the following questions: what are the expected patterns of virulence change in the initial decades of an epidemic? Could administration of ART drive changes in virulence evolution and, what is the potential size and direction of this effect? We find that even without ART we would not expect monotonic changes in average virulence. Transient decreases in virulence following the peak of an epidemic are not necessarily indicative of eventual evolution to avirulence. In the short term, we would expect widespread ART to cause limited downward pressure on virulence. In the long term, the direction of the effect is determined by a threshold condition, which we define. We conclude that, given the surpassing benefits of ART to the individual and in reducing onward transmission, virulence evolution considerations need have little bearing on how we treat.
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页数:12
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共 45 条
  • [1] Virulence evolution and the trade-off hypothesis: history, current state of affairs and the future
    Alizon, S.
    Hurford, A.
    Mideo, N.
    Van Baalen, M.
    [J]. JOURNAL OF EVOLUTIONARY BIOLOGY, 2009, 22 (02) : 245 - 259
  • [2] How does the timing of antiretroviral therapy initiation in acute infection affect HIV reservoirs?
    Ananworanich, Jintanat
    Dube, Karine
    Chomont, Nicolas
    [J]. CURRENT OPINION IN HIV AND AIDS, 2015, 10 (01) : 18 - 28
  • [3] [Anonymous], EVOLUTION HIV UNPUB
  • [4] [Anonymous], S AFR COUNTR PROF
  • [5] [Anonymous], 2015, WORLD HLTH STAT
  • [6] [Anonymous], INFECT DIS HUMANS DY
  • [7] National adult antiretroviral therapy guidelines in resource-limited countries: concordance with 2003 WHO guidelines?
    Beck, Eduard J.
    Vitoria, Marco
    Mandalia, Sundhiya
    Crowley, Siobhan
    Gilks, Charles F.
    Souteyrand, Yves
    [J]. AIDS, 2006, 20 (11) : 1497 - 1502
  • [8] Reassessment of HIV-1 Acute Phase Infectivity: Accounting for Heterogeneity and Study Design with Simulated Cohorts
    Bellan, Steve E.
    Dushoff, Jonathan
    Galvani, Alison P.
    Meyers, Lauren Ancel
    [J]. PLOS MEDICINE, 2015, 12 (03)
  • [9] Prevention of HIV-1 Infection with Early Antiretroviral Therapy
    Cohen, Myron S.
    Chen, Ying Q.
    McCauley, Marybeth
    Gamble, Theresa
    Hosseinipour, Mina C.
    Kumarasamy, Nagalingeswaran
    Hakim, James G.
    Kumwenda, Johnstone
    Grinsztejn, Beatriz
    Pilotto, Jose H. S.
    Godbole, Sheela V.
    Mehendale, Sanjay
    Chariyalertsak, Suwat
    Santos, Breno R.
    Mayer, Kenneth H.
    Hoffman, Irving F.
    Eshleman, Susan H.
    Piwowar-Manning, Estelle
    Wang, Lei
    Makhema, Joseph
    Mills, Lisa A.
    de Bruyn, Guy
    Sanne, Ian
    Eron, Joseph
    Gallant, Joel
    Havlir, Diane
    Swindells, Susan
    Ribaudo, Heather
    Elharrar, Vanessa
    Burns, David
    Taha, Taha E.
    Nielsen-Saines, Karin
    Celentano, David
    Essex, Max
    Fleming, Thomas R.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (06) : 493 - 505
  • [10] Is HIV Becoming More Virulent? Initial CD4 Cell Counts among HIV Seroconverters during the Course of the HIV Epidemic: 1985-2007
    Crum-Cianflone, Nancy
    Eberly, Lynn
    Zhang, Yafeng
    Ganesan, Anuradha
    Weintrob, Amy
    Marconi, Vincent
    Barthel, R. Vincent
    Fraser, Susan
    Agan, Brian K.
    Wegner, Scott
    [J]. CLINICAL INFECTIOUS DISEASES, 2009, 48 (09) : 1285 - 1292