Detection of Schistosoma haematobium using lensless imaging & flow cytometry, a proof of principle study

被引:9
作者
Agbana, Temitope E. [1 ]
Nijman, Patrick [1 ]
Hoeber, Max [2 ]
van Grootheest, Derk [1 ]
van Diepen, Angela [3 ]
van Lieshout, Lisette [3 ]
Diehl, Jan-Carel [2 ]
Verhaegen, Michel [1 ]
Vdovine, Gleb [1 ]
机构
[1] Delft Univ Technol, Delft Ctr Syst & Controls, NL-2628 CD Delft, Netherlands
[2] Delft Univ Technol, Sustainable Design Engn, IDE, NL-2628 CE Delft, Netherlands
[3] Leiden Univ, Dept Parasitol, Med Ctr, NL-2300 RC Leiden, Netherlands
来源
OPTICAL DIAGNOSTICS AND SENSING XX: TOWARD POINT-OF-CARE DIAGNOSTICS | 2020年 / 11247卷
关键词
Schistosoma haemtobium; digital holography; flow cytometry; neglected tropical disease; DIAGNOSIS;
D O I
10.1117/12.2545220
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
We present a simple method for the diagnosis of urinary schistosomiasis using an in-line lensless holographic microscope combined with flow cytometry technique. Using simple image processing algorithms and binary image classifier, our system provides automated detection of Schistosoma haematobium eggs in infected urine samples. Registered hologram is reconstructed by applying backpropagation from sensor to sample plane and reconstructed image is automatically analysed for the presence of S. haematobium eggs. Designed for use in a resource-poor laboratory setting, our proposed method has been implemented using a Raspberry Pi computer. From pre-clinical test performed with human urine samples spiked with S. haematobium eggs (approximately 200 eggs per 12 ml of urine), we achieved a sensitivity and specificity of 50.6% and 98.6% respectively. Our proposed method requires no complex sample preparation methods making the system simple to operate and useable in point-of-care diagnosis of urinary schistosomiasis.This method can be optimized to complement existing diagnostic procedures for the detection of S. haematobium eggs and can be deployed to inaccessible remote areas.
引用
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页数:9
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