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在塞内加尔疟疾学校调查期间,通过基于高通量磁珠的抗原检测评估快速诊断检测的性能。

RDT performance through high-throughput bead-based antigen detection during malaria school survey in Senegal.

作者信息

Diallo Mamadou Alpha, Ndiaye Ibrahima M, Sow Djiby, Seck Mame Cheikh, Diongue Khadim, Touré Mariama, Battle Katerine E, Ngom Bassirou, Sy Mouhamad, Gaye Amy, Ndiaye Yaye Dié, Garba Mamane Nassirou, Badiane Aida Sadikh, Sene Aita, Ndiop Medoune, Gomis Jules François, Volkman Sarah K, Sene Doudou, MacInnis Bronwyn L, Diallo Ibrahima, Ndiaye Mouhamadou, Wirth Dyann F, Ndiaye Daouda

机构信息

International Research and Training Center in Applied Genomic and Health Surveillance (CIGASS), Cheikh Anta Diop University, Dakar, Senegal.

Institute for Disease Modeling, Gates Foundation, Seattle, WA, United States.

出版信息

Front Parasitol. 2025 May 29;4:1598280. doi: 10.3389/fpara.2025.1598280. eCollection 2025.

Abstract

BACKGROUND

Rapid Diagnostic Tests (RDTs) remain the frontline tool for malaria diagnosis, but their performance in detecting low-density infections is variable and poorly characterized at the population level.

OBJECTIVE

This study aimed to evaluate the diagnostic performance of HRP2-based RDTs by integrating high-throughput bead-based HRP2 quantification into school-based malaria surveys.

METHODS

A cross-sectional study was conducted in three Senegalese districts (Diourbel, Tambacounda, and Kédougou), enrolling 3,748 school-aged children. All participants were tested using RDTs, and dried blood spots were analyzed with a multiplex bead-based HRP2 assay. A Gaussian mixture model was used to classify HRP2 positivity, and logistic regression assessed the relationship between HRP2 concentration and RDT outcome.

RESULTS

The overall RDT positivity rate was 7.2%, with marked heterogeneity across districts (Diourbel: 3.0%, Kédougou: 15.9%, Tambacounda: 7.6%). HRP2 concentration was the strongest predictor of RDT positivity (aOR: 14.55 per log increase, 95% CI: 11.14-19.00). RDT limits of detection (LOD) varied significantly: 3.9 ng/mL in Tambacounda, 121.2 ng/mL in Kédougou, and 204.3 ng/mL in Diourbel.

CONCLUSION

RDTs remain a useful surveillance tool, particularly in moderate- to high-transmission settings. However, reduced sensitivity at lower antigen concentrations in hypo-endemic areas highlights the value of complementary high-sensitivity assays for elimination-focused strategies. Future research should explore the application of these integrated diagnostic approaches in regions without seasonal malaria chemoprophylaxis intervention.

摘要

背景

快速诊断检测(RDTs)仍然是疟疾诊断的一线工具,但其在检测低密度感染方面的性能存在差异,且在人群层面的特征描述不佳。

目的

本研究旨在通过将基于高通量磁珠的HRP2定量分析纳入学校疟疾调查,评估基于HRP2的RDTs的诊断性能。

方法

在塞内加尔的三个地区(迪乌尔贝、坦巴昆达和凯杜古)进行了一项横断面研究,纳入了3748名学龄儿童。所有参与者均使用RDTs进行检测,并采用基于磁珠的多重HRP2检测法对干血斑进行分析。使用高斯混合模型对HRP2阳性进行分类,并通过逻辑回归评估HRP2浓度与RDT结果之间的关系。

结果

RDTs的总体阳性率为7.2%,各地区存在明显异质性(迪乌尔贝:3.0%,凯杜古:15.9%,坦巴昆达:7.6%)。HRP2浓度是RDT阳性的最强预测因素(每增加一个对数单位的调整后比值比:14.55,95%置信区间:11.14 - 19.00)。RDT的检测限差异显著:坦巴昆达为3.9 ng/mL,凯杜古为121.2 ng/mL,迪乌尔贝为204.3 ng/mL。

结论

RDTs仍然是一种有用的监测工具,特别是在中高传播环境中。然而,在低流行地区较低抗原浓度下灵敏度降低,凸显了针对以消除疟疾为重点的策略采用互补高灵敏度检测法的价值。未来的研究应探索这些综合诊断方法在没有季节性疟疾化学预防干预的地区的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c866/12159022/2125d1452a35/fpara-04-1598280-g001.jpg

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