Computational identification of Coxiella burnetii non-conserved B-cell epitopes: a rational strategy for Q fever diagnosis

Thais Araujo, S. Fontes, T. Rozental, E. Lemos, P. C. Neves, Rodrigo Silva, F. Conte
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Abstract

Introduction: Coxiella burnetii is the etiological agent of the zoonosis Q fever, a neglected disease which causes an acute or a chronic, life-threatening disease in humans. In its late course, Q fever can be complicated by fatal (eg, endocarditis) or debilitating (eg, chronic fatigue syndrome) disorders. Ruminants are considered as the main reservoirs for human infections but are usually asymptomatic or may manifest as late term abortions and therefore have significant economic impact. C. burnetii presents a highly stable and infectious cell form, which persists in the environment and is transmitted via inhalation of aerosols and/or consumption of contaminated milk. Q fever infection is most commonly diagnosed by serology tests but due to its impaired sensitivity, reliable clinic and veterinary diagnostic tests need to be developed. In this sense, recent immunoproteomic studies identified several proteins, which presented reactivity against sera from Q feverpatients, and are potential candidates for the development of new diagnostic tests. Objective: To identify, through a combination of prediction algorithms, immunogenic and non-conserved B-cell epitopes present on Coxiella burnetii immunoreactive proteins (outer membrane protein A, YAJc and LemA). Methodology: FASTA sequences of outer membrane protein A (ompA;CBU-1260), YAJc (yajC;CBU-1143) and LemA (lemA;CBU-0545) from C. burnetii were obtained from UNIPROT. The B-cell epitope prediction was carried out using two different algorithms, BepiPred and BCPred (threshold 0.5), whereas surface accessibility was predicted by Emini Surface Accessibility algorithm (threshold 1.0). We considered a potential B-cell epitope, sequences predicted by 2 or more algorithms that comprises, at least, 9 mers of length. Thereafter, the immunogenic potential from B-cell sequences were predicted by Vaxijen algorithm (threshold 0.4). The degree of sequence conservation between immunogenic B-cell epitopes and other C.burnetii related species (Francisella tularensis, Legionella pneumophila, Escherichia coli, Pseudomonas aeruginosa, Campylobacter jejuni, Rickettsia rickettsia, Ehrlichia chaffeensis, Bartonella henselae, Brucella melitensis, Afipia felis) were compared using protein BLAST databank. Results: Combining different prediction algorithms, we described four B-cell epitopes present on OMP-A (OMP-AE1, OMP-AE2, OMP-AE3 and OMP-AE4). OMP-AE1 and OMP-AE2 appears as two potential highly immunogenic B-cell candidates (Vaxijen score: 1.2 and 2.1, respectively), both with a low degree of sequence conservation (E-value >20), whereas OMP-AE3 and OMP-AE4 were predicted as B-cell sequences poorly immunogenic (Vaxijen score: 0.3 and 0.01, respectively). YAJc and LemA possess potential B-cell epitopes (YAJ-E01, LEM-E01 and LEM-E02; Vaxijen score: 1.2, 1.5 and 1.1, respectively), but although highly immunogenic, the predicted sequences are highly conserved (E-value < 1) among phylogenetic C. burnetii related species. Conclusion: Taken together, our in silico analysis suggests that OMP-AE1 and OMP-AE2, present on protein OMP-A, are potential highly immunogenic B-cell epitopes specific to Coxiella burnetii and could be used for development of Q fever diagnosis.
伯氏杆菌非保守b细胞表位的计算鉴定:Q热诊断的合理策略
伯纳蒂克希菌是Q型人畜共患病热的病原,Q型人畜共患病热是一种被忽视的疾病,可在人类中引起急性或慢性危及生命的疾病。在其晚期,Q热可并发致命的(如心内膜炎)或使人衰弱的(如慢性疲劳综合征)疾病。反刍动物被认为是人类感染的主要宿主,但通常无症状或可能表现为晚期流产,因此具有重大的经济影响。伯氏原体呈高度稳定的传染性细胞形式,可在环境中持续存在,并通过吸入气溶胶和/或食用受污染的牛奶传播。Q热感染最常通过血清学测试诊断,但由于其敏感性受损,需要开发可靠的临床和兽医诊断测试。从这个意义上说,最近的免疫蛋白质组学研究发现了几种蛋白质,它们对Q热病患者的血清具有反应性,是开发新的诊断测试的潜在候选者。目的:通过结合预测算法,鉴定伯纳氏杆菌免疫反应蛋白(外膜蛋白a、YAJc和LemA)上存在的免疫原性和非保守性b细胞表位。方法:利用UNIPROT软件获得伯氏杆菌外膜蛋白A (ompA;CBU-1260)、YAJc (YAJc;CBU-1143)和LemA (LemA;CBU-0545)的FASTA序列。b细胞表位预测采用BepiPred和BCPred两种不同的算法(阈值为0.5),而表面可及性预测采用Emini表面可及性算法(阈值为1.0)。我们考虑了一个潜在的b细胞表位,由2种或更多的算法预测的序列,至少包括9米的长度。随后,利用Vaxijen算法预测b细胞序列的免疫原性潜能(阈值0.4)。利用蛋白BLAST数据库比较免疫原性b细胞表位与其他伯氏杆菌亲缘种(土拉菌、嗜肺军团菌、大肠埃希菌、铜绿假单胞菌、空肠弯曲菌、立克次体、沙菲埃立克体、亨塞巴尔通体、梅利特布鲁氏菌、猫菲亚)的序列保守程度。结果:结合不同的预测算法,我们描述了OMP-A上存在的四个b细胞表位(OMP-AE1、OMP-AE2、OMP-AE3和OMP-AE4)。OMP-AE1和OMP-AE2是两个潜在的高免疫原性b细胞候选序列(Vaxijen评分分别为1.2和2.1),它们都具有低程度的序列保守性(e值bbb20),而OMP-AE3和OMP-AE4被预测为低免疫原性b细胞序列(Vaxijen评分分别为0.3和0.01)。YAJc和LemA具有潜在的b细胞表位(YAJ-E01、LEM-E01和LEM-E02;Vaxijen评分分别为1.2、1.5和1.1),但预测序列虽然具有高度的免疫原性,但在系统发育的伯氏疏螺旋体亲缘种中具有高度保守性(e值< 1)。结论:综上所述,我们的计算机分析表明OMP-AE1和OMP-AE2存在于OMP-A蛋白上,是潜在的高免疫原性的伯氏杆菌特异性b细胞表位,可用于Q热的诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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