The Institute of Mathematical Sciences (IMSc), Homi Bhabha National Institute (HBNI), Chennai, 600113, India.
Stony Brook University, Stony Brook, New York, 11794-3369, USA.
Sci Rep. 2018 Apr 26;8(1):6617. doi: 10.1038/s41598-018-25016-4.
Aspergillus fumigatus and multiple other Aspergillus species cause a wide range of lung infections, collectively termed aspergillosis. Aspergilli are ubiquitous in environment with healthy immune systems routinely eliminating inhaled conidia, however, Aspergilli can become an opportunistic pathogen in immune-compromised patients. The aspergillosis mortality rate and emergence of drug-resistance reveals an urgent need to identify novel targets. Secreted and cell membrane proteins play a critical role in fungal-host interactions and pathogenesis. Using a computational pipeline integrating data from high-throughput experiments and bioinformatic predictions, we have identified secreted and cell membrane proteins in ten Aspergillus species known to cause aspergillosis. Small secreted and effector-like proteins similar to agents of fungal-plant pathogenesis were also identified within each secretome. A comparison with humans revealed that at least 70% of Aspergillus secretomes have no sequence similarity with the human proteome. An analysis of antigenic qualities of Aspergillus proteins revealed that the secretome is significantly more antigenic than cell membrane proteins or the complete proteome. Finally, overlaying an expression dataset, four A. fumigatus proteins upregulated during infection and with available structures, were found to be structurally similar to known drug target proteins in other organisms, and were able to dock in silico with the respective drug.
烟曲霉和其他多种曲霉菌属会引起广泛的肺部感染,统称为曲霉菌病。曲霉菌在环境中无处不在,健康的免疫系统通常会清除吸入的分生孢子,但在免疫功能低下的患者中,曲霉菌可能成为机会性病原体。曲霉菌病的死亡率和耐药性的出现表明迫切需要确定新的靶点。分泌蛋白和细胞膜蛋白在真菌-宿主相互作用和发病机制中起着关键作用。我们使用整合了高通量实验和生物信息学预测数据的计算流程,鉴定了十种已知会引起曲霉菌病的曲霉菌属中的分泌蛋白和细胞膜蛋白。在每个分泌组中还鉴定出了类似于真菌-植物发病机制的小分子分泌蛋白和效应蛋白样蛋白。与人类进行比较后发现,至少有 70%的曲霉属分泌组与人类蛋白质组没有序列相似性。对曲霉菌蛋白的抗原特性进行分析后发现,分泌组的抗原性明显高于细胞膜蛋白或整个蛋白质组。最后,通过覆盖表达数据集,发现了四个在感染过程中上调且具有可用结构的烟曲霉蛋白,它们与其他生物体中已知的药物靶标蛋白在结构上相似,并且能够在计算机上与相应的药物结合。