Reconciling founder variant multiplicity of HIV-1 infection with the rate of CD4+ decline

被引:0
|
作者
Baxter, James [1 ]
Villabona-Arenas, Ch. Julian [3 ,4 ]
Thompson, Robin N. [5 ]
Hue, Stephane [3 ,4 ]
Regoes, Roland R. [6 ]
Kouyos, Roger D. [7 ,8 ]
Gunthard, Huldrych F. [7 ,8 ]
Albert, Jan [9 ,10 ]
Leigh Brown, Andrew [2 ]
Atkins, Katherine E. [1 ,3 ,4 ]
机构
[1] Univ Edinburgh, Edinburgh Med Sch, Usher Inst, Edinburgh, Scotland
[2] Univ Edinburgh, Inst Evolutionary Ecol, Edinburgh, Scotland
[3] London Sch Hyg & Trop Med, Fac Epidemiol & Populat Hlth, Dept Infect Dis Epidemiol, London, England
[4] London Sch Hyg & Trop Med, Ctr Math Modelling Infect Dis, London, England
[5] Univ Oxford, Math Inst, Oxford OX2 6GG, England
[6] Swiss Fed Inst Technol, Inst Integrat Biol, Dept Environm Syst Sci, Zurich, Switzerland
[7] Univ Hosp Zurich, Dept Infect Dis & Hosp Epidemiol, Zurich, Switzerland
[8] Univ Zurich, Inst Med Virol, Zurich, Switzerland
[9] Karolinska Inst, Dept Microbiol Tumor & Cell Biol, Stockholm, Sweden
[10] Karolinska Univ Hosp, Dept Clin Microbiol, Stockholm, Sweden
基金
欧洲研究理事会;
关键词
infectious disease dynamics; bioinformatics; HIV/AIDS; IMMUNODEFICIENCY-VIRUS TYPE-1; VIRAL LOAD; TRANSMISSION; RNA; SEROCONVERSION; HERITABILITY;
D O I
10.1098/rsif.2024.0255
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
HIV-1 transmission precipitates a stringent genetic bottleneck, with 75% of new infections initiated by a single genetic variant. Where multiple variants initiate infection, recipient set point viral load (SpVL) and the rate of CD4+ T cell decline may be elevated, but these findings remain inconsistent. Here, we summarised the evidence for this phenomenon, then tested whether previous studies possessed sufficient statistical power to reliably identify a true effect of multiple variant infection leading to higher SpVL. Next, we combined models of HIV-1 transmission, heritability and disease progression to understand whether available data suggest a faster CD4+ T cell decline would be expected to associated with multiple variant infection, without an explicit dependency between the two. First, we found that most studies had insufficient power to identify a true significant difference, prompting an explanation for previous inconsistencies. Next, our model framework revealed we would not expect to observe a positive association between multiple variant infections and faster CD4+ T cell decline, in the absence of an explicit dependency. Consequently, while empirical evidence may be consistent with a positive association between multiple variant infection and faster CD4+ T cell decline, further investigation is required to establish a causal basis.
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页数:14
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