Yang Chu-Wen, Chen Mei-Fang
Department of Microbiology, Center for Applied Artificial Intelligence Research, Soochow University, Taipei, Taiwan.
Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.
PeerJ. 2021 Feb 24;9:e11008. doi: 10.7717/peerj.11008. eCollection 2021.
The innate immune system especially Toll-like receptor (TLR) 7/8 and the interferon pathway, constitutes an important first line of defense against single-stranded RNA viruses. However, large-scale, systematic comparisons of the TLR 7/8-stimulating potential of genomic RNAs of single-stranded RNA viruses are rare. In this study, a computational method to evaluate the human TLR 7/8-stimulating ability of single-stranded RNA virus genomes based on their human TLR 7/8-stimulating trimer compositions was used to analyze 1,002 human coronavirus genomes.
The human TLR 7/8-stimulating potential of coronavirus genomic (positive strand) RNAs followed the order of NL63-CoV > HKU1-CoV >229E-CoV ≅ OC63-CoV > SARS-CoV-2 > MERS-CoV > SARS-CoV. These results suggest that among these coronaviruses, MERS-CoV, SARS-CoV and SARS-CoV-2 may have a higher ability to evade the human TLR 7/8-mediated innate immune response. Analysis with a logistic regression equation derived from human coronavirus data revealed that most of the 1,762 coronavirus genomic (positive strand) RNAs isolated from bats, camels, cats, civets, dogs and birds exhibited weak human TLR 7/8-stimulating potential equivalent to that of the MERS-CoV, SARS-CoV and SARS-CoV-2 genomic RNAs.
Prediction of the human TLR 7/8-stimulating potential of viral genomic RNAs may be useful for surveillance of emerging coronaviruses from nonhuman mammalian hosts.
固有免疫系统,尤其是Toll样受体(TLR)7/8和干扰素途径,构成了抵御单链RNA病毒的重要第一道防线。然而,对单链RNA病毒基因组的TLR 7/8刺激潜力进行大规模、系统性比较的研究较少。在本研究中,基于单链RNA病毒基因组的人TLR 7/8刺激三聚体组成,使用一种计算方法来评估其对人TLR 7/8的刺激能力,以分析1002个人类冠状病毒基因组。
冠状病毒基因组(正链)RNA对人TLR 7/8的刺激潜力顺序为:NL63-CoV > HKU1-CoV > 229E-CoV ≅ OC63-CoV > SARS-CoV-2 > MERS-CoV > SARS-CoV。这些结果表明,在这些冠状病毒中,中东呼吸综合征冠状病毒(MERS-CoV)、严重急性呼吸综合征冠状病毒(SARS-CoV)和严重急性呼吸综合征冠状病毒2(SARS-CoV-2)可能具有更高的逃避人TLR 7/8介导的固有免疫反应的能力。对源自人类冠状病毒数据的逻辑回归方程进行分析表明,从蝙蝠、骆驼、猫、果子狸、狗和鸟类中分离出的1762个冠状病毒基因组(正链)RNA中的大多数,其对人TLR 7/8的刺激潜力较弱,与MERS-CoV、SARS-CoV和SARS-CoV-2基因组RNA相当。
预测病毒基因组RNA对人TLR 7/8的刺激潜力,可能有助于监测来自非人类哺乳动物宿主的新型冠状病毒。