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Deconvolving mutational patterns of poliovirus outbreaks reveals its intrinsic fitness landscape.
Nature Communications ( IF 14.7 ) Pub Date : 2020-01-17 , DOI: 10.1038/s41467-019-14174-2
Ahmed A Quadeer 1 , John P Barton 2 , Arup K Chakraborty 3, 4, 5, 6, 7 , Matthew R McKay 1, 8
Affiliation  

Vaccination has essentially eradicated poliovirus. Yet, its mutation rate is higher than that of viruses like HIV, for which no effective vaccine exists. To investigate this, we infer a fitness model for the poliovirus viral protein 1 (vp1), which successfully predicts in vitro fitness measurements. This is achieved by first developing a probabilistic model for the prevalence of vp1 sequences that enables us to isolate and remove data that are subject to strong vaccine-derived biases. The intrinsic fitness constraints derived for vp1, a capsid protein subject to antibody responses, are compared with those of analogous HIV proteins. We find that vp1 evolution is subject to tighter constraints, limiting its ability to evade vaccine-induced immune responses. Our analysis also indicates that circulating poliovirus strains in unimmunized populations serve as a reservoir that can seed outbreaks in spatio-temporally localized sub-optimally immunized populations.

中文翻译:

脊髓灰质炎病毒爆发的解卷积突变模式揭示了其固有的适应状况。

疫苗接种已根除脊髓灰质炎病毒。然而,它的突变率高于没有有效疫苗的像HIV这样的病毒。为了对此进行调查,我们推断出脊髓灰质炎病毒病毒蛋白1(vp1)的适应性模型,该模型成功地预测了体外适应性测量结果。这是通过首先为vp1序列的发生率开发一个概率模型来实现的,该模型使我们能够隔离和删除受疫苗强烈偏倚影响的数据。将vp1(一种经受抗体反应的衣壳蛋白)获得的固有适应性约束与类似HIV蛋白的固有适应性约束进行比较。我们发现vp1进化受到更严格的约束,限制了其规避疫苗诱导的免疫反应的能力。
更新日期:2020-01-17
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