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免疫特征检测可区分无症状献血者中克氏锥虫、乙型肝炎、丙型肝炎和西尼罗河病毒的血清阳性情况。

An ImmunoSignature test distinguishes Trypanosoma cruzi, hepatitis B, hepatitis C and West Nile virus seropositivity among asymptomatic blood donors.

作者信息

Rowe Michael, Melnick Jonathan, Gerwien Robert, Legutki Joseph B, Pfeilsticker Jessica, Tarasow Theodore M, Sykes Kathryn F

机构信息

HealthTell, Inc., San Ramon, CA, United States of America.

HealthTell, Inc., Chandler, AZ, United States of America.

出版信息

PLoS Negl Trop Dis. 2017 Sep 5;11(9):e0005882. doi: 10.1371/journal.pntd.0005882. eCollection 2017 Sep.

Abstract

BACKGROUND

The complexity of the eukaryotic parasite Trypanosoma (T.) cruzi manifests in its highly dynamic genome, multi-host life cycle, progressive morphologies and immune-evasion mechanisms. Accurate determination of infection or Chagas' disease activity and prognosis continues to challenge researchers. We hypothesized that a diagnostic platform with higher ligand complexity than previously employed may hold value.

METHODOLOGY

We applied the ImmunoSignature Technology (IST) for the detection of T. cruzi-specific antibodies among healthy blood donors. IST is based on capturing the information in an individual's antibody repertoire by exposing their peripheral blood to a library of >100,000 position-addressable, chemically-diverse peptides.

PRINCIPAL FINDINGS

Initially, samples from two Chagas cohorts declared positive or negative by bank testing were studied. With the first cohort, library-peptides displaying differential binding signals between T. cruzi sero-states were used to train an algorithm. A classifier was fixed and tested against the training-independent second cohort to determine assay performance. Next, samples from a mixed cohort of donors declared positive for Chagas, hepatitis B, hepatitis C or West Nile virus were assayed on the same library. Signals were used to train a single algorithm that distinguished all four disease states. As a binary test, the accuracy of predicting T. cruzi seropositivity by IST was similar, perhaps modestly reduced, relative to conventional ELISAs. However, the results indicate that information beyond determination of seropositivity may have been captured. These include the identification of cohort subclasses, the simultaneous detection and discerning of other diseases, and the discovery of putative new antigens.

CONCLUSIONS & SIGNIFICANCE: The central outcome of this study established IST as a reliable approach for specific determination of T. cruzi seropositivity versus disease-free individuals or those with other diseases. Its potential contribution for monitoring and controlling Chagas lies in IST's delivery of higher resolution immune-state readouts than obtained with currently-used technologies. Despite the complexity of the ligand presentation and large quantitative readouts, performing an IST test is simple, scalable and reproducible.

摘要

背景

真核寄生虫克氏锥虫的复杂性体现在其高度动态的基因组、多宿主生命周期、渐进性形态以及免疫逃避机制上。准确确定感染情况或恰加斯病的活动及预后仍然是研究人员面临的挑战。我们推测,一种配体复杂性高于以往所用的诊断平台可能具有价值。

方法

我们应用免疫特征技术(IST)在健康献血者中检测克氏锥虫特异性抗体。IST基于将个体外周血暴露于一个包含超过100,000个位置可寻址、化学性质多样的肽库,从而捕获个体抗体库中的信息。

主要发现

最初,研究了两个恰加斯病队列中经血库检测宣布为阳性或阴性的样本。对于第一个队列,使用在克氏锥虫血清状态之间显示出差异结合信号的库肽来训练一种算法。确定一个分类器,并针对与训练无关的第二个队列进行测试以确定检测性能。接下来,请对来自恰加斯病、乙型肝炎、丙型肝炎或西尼罗河病毒检测呈阳性的混合献血者队列的样本在同一肽库上进行检测。这些信号用于训练一种区分所有四种疾病状态的单一算法。作为一项二元检测,相对于传统酶联免疫吸附测定(ELISA),IST预测克氏锥虫血清阳性性的准确性相似,可能略有降低。然而,结果表明可能已经捕获了血清阳性性测定之外的信息。这些信息包括队列亚类的识别、其他疾病的同时检测和辨别以及推定新抗原的发现。

结论与意义

本研究的核心成果是将IST确立为一种可靠的方法,用于特异性确定克氏锥虫血清阳性与无病个体或患有其他疾病的个体。其对恰加斯病监测和控制的潜在贡献在于,IST能够提供比目前使用的技术更高分辨率的免疫状态读数。尽管配体呈现复杂且有大量定量读数,但进行IST检测简单、可扩展且可重复。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc62/5600393/a14536a0e941/pntd.0005882.g001.jpg

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