Usher Institute, Edinburgh Medical School, The University of Edinburgh, Edinburgh, UK.
Faculty of Epidemiology and Population Health, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
J R Soc Interface. 2024 Oct;21(219):20240255. doi: 10.1098/rsif.2024.0255. Epub 2024 Oct 30.
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.
HIV-1 的传播引发了严格的遗传瓶颈,75%的新感染是由单一遗传变异引发的。在多个变异体引发感染的情况下,受者设定点病毒载量(SpVL)和 CD4 T 细胞下降率可能会升高,但这些发现仍然不一致。在这里,我们总结了这一现象的证据,然后测试了以前的研究是否具有足够的统计能力来可靠地识别多个变异体感染导致更高 SpVL 的真正影响。接下来,我们结合 HIV-1 传播、遗传率和疾病进展的模型,来了解在没有明确相关性的情况下,是否可用数据表明与多个变异体感染相关的 CD4 T 细胞下降速度更快。首先,我们发现大多数研究都没有足够的能力来识别真正的显著差异,这就解释了以前结果不一致的原因。接下来,我们的模型框架表明,在没有明确相关性的情况下,我们预计不会观察到多个变异体感染与更快的 CD4 T 细胞下降之间存在正相关。因此,尽管实证证据可能与多个变异体感染与更快的 CD4 T 细胞下降之间存在正相关,但仍需要进一步调查以确定因果关系。