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Predicting host tropism of influenza A virus proteins using random forest

机译:使用随机森林预测甲型流感病毒蛋白的宿主嗜性

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摘要

BackgroundMajority of influenza A viruses reside and circulate among animal populations, seldom infecting humans due to host range restriction. Yet when some avian strains do acquire the ability to overcome species barrier, they might become adapted to humans, replicating efficiently and causing diseases, leading to potential pandemic. With the huge influenza A virus reservoir in wild birds, it is a cause for concern when a new influenza strain emerges with the ability to cross host species barrier, as shown in light of the recent H7N9 outbreak in China. Several influenza proteins have been shown to be major determinants in host tropism. Further understanding and determining host tropism would be important in identifying zoonotic influenza virus strains capable of crossing species barrier and infecting humans.
机译:背景大多数甲型流感病毒在动物种群中生活和传播,由于宿主范围的限制,很少感染人类。然而,当某些禽流感病毒株确实具有克服物种障碍的能力时,它们可能会适应人类,有效复制并引起疾病,从而导致潜在的大流行。鉴于野生禽鸟中存在巨大的甲型流感病毒库,令人担忧的是,何时出现了一种新的具有跨宿主物种屏障能力的流感毒株,如最近在中国爆发的H7N9疫情所示。几种流感蛋白已被证明是宿主嗜性的主要决定因素。进一步了解和确定宿主的嗜性对鉴定能够穿越物种屏障并感染人类的​​人畜共患流感病毒株很重要。

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