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Peptide Microarray Analysis of In Silico-Predicted Epitopes for Serological Diagnosis of Toxoplasma gondii Infection in Humans

机译:硅胶预测表位的肽微阵列分析用于人类弓形虫感染的血清学诊断

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摘要

Toxoplasma gondii infections occur worldwide in humans and animals. In immunocompromised or prenatally infected humans, T. gondii can cause severe clinical symptoms. The identification of specific epitopes on T. gondii antigens is essential for the improvement and standardization of the serological diagnosis of toxoplasmosis. We selected 20 peptides mimicking linear epitopes on GRA1, GRA2, GRA4, and MIC3 antigenic T. gondii proteins in silico using the software ABCpred. A further 18 peptides representing previously published epitopes derived from GRA1, SAG1, NTPase1, and NTPase2 antigens were added to the panel. A peptide microarray assay was established to prove the diagnostic performance of the selected peptides with human serum samples. Seropositive human serum samples (n = 184) were collected from patients presenting with acute toxoplasmosis (n = 21), latent T. gondii infection (n = 53), and inactive ocular toxoplasmosis (n = 10) and from seropositive forest workers (n = 100). To adjust the cutoff values for each peptide, sera from seronegative forest workers (n = 75) and patients (n = 65) were used. Univariate logistic regression suggested the significant diagnostic potential of eight novel and two previously published peptides. A test based on these peptides had an overall diagnostic sensitivity of 69% (100% in ocular toxoplasmosis patients, 86% in acutely infected patients, 81% in latently infected patients, and 57% in seropositive forest workers). The analysis of seronegative sera performed with these peptides revealed a diagnostic specificity of 84%. The results of our study suggest that the use of a bioinformatic approach for epitope prediction in combination with peptide microarray testing is a powerful method for the selection of T. gondii epitopes as candidate antigens for serological diagnosis.
机译:弓形虫感染在全世界范围内的人类和动物中发生。在免疫力低下或产前感染的人类中,弓形虫可引起严重的临床症状。弓形虫抗原上特定表位的鉴定对于弓形虫病血清学诊断的改善和标准化至关重要。我们使用软件ABCpred在计算机上选择了20个模拟GRA1,GRA2,GRA4和MIC3抗原性弓形虫蛋白质上的线性表位的肽。将另外18个代表先前发布的源自GRA1,SAG1,NTPase1和NTPase2抗原的表位的肽添加到面板中。建立了肽微阵列测定法以证明所选肽与人血清样品的诊断性能。血清阳性的人血清样本(n = 184)是从患有急性弓形虫病(n = 21),潜伏性弓形虫感染(n = 53)和非活动性眼弓形虫病(n = 10)的患者以及血清阳性的森林工人(n = 100)。为了调整每种肽的临界值,使用了血清阴性林业工作者(n = 75)和患者(n = 65)的血清。单变量逻辑回归表明八种新型和两种先前发表的肽具有显着的诊断潜力。基于这些肽的测试的总体诊断敏感性为69%(眼弓形虫病患者为10​​0%,急性感染患者为86%,潜伏感染患者为81%,血清反应阳性的森林工人为57%)。用这些肽进行的血清阴性血清分析显示出84%的诊断特异性。我们的研究结果表明,将生物信息学方法用于表位预测与肽微阵列测试相结合,是选择弓形虫表位作为血清学诊断候选抗原的有力方法。

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