Ultrafast time-encoded flow imaging for Giardia cysts and Cryptosporidium oocysts detection

被引:0
|
作者
Guo, Yingxue [1 ]
Zhao, Wanyue [1 ]
Zhou, Xiaohong [2 ]
Lu, Yun [1 ,2 ]
Chen, Minghua [1 ]
Yang, Sigang [1 ]
Chen, Hongwei [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing Natl Res Ctr Informat Sci & Technol BNRis, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Sch Environm, Beijing 100084, Peoples R China
基金
北京市自然科学基金;
关键词
ultrafast imaging; Giardia and Cryptosporidium; image classification;
D O I
10.1117/12.2536789
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The harmful effects of Cryptosporidium oocysts and Giardia cysts in drinking water have been widely concerned by the international community. Currently, the EPA1623 method is one of the most mature and authoritative methods for detecting Cryptosporidium oocysts and Giardia cysts internationally. However, this method has the limitations of high cost of time and human labor. Based on ultrashort pulse time-space-frequency mapping principle, ultrafast time-encoded flow imaging can reach high speed and high resolution. Therefore, it is proposed for replacing the last three steps of EPA1623, which are immunomagnetic separation, fluorescent staining and enumeration. Specifically, mixed with immunomagnetic beads, the liquid quality sample of Giardia cysts and Cryptosporidium oocysts flow through the microfluidic channel with high throughput of 100 particles/s. With ultrafast time-encoded flow imaging system, images are acquired including oocysts and cysts which are magnetized by attachment of magnetic beads or not, and only magnetic beads. Extracted appearance and shape features, images are classified by K-means cluster algorithm. It is shown in results that, ultrafast time-encoded flow imaging method costs less than 10 minutes and maintains recovery at more than 80%, compared to the last three steps in EPA1623 which need almost 2 hours at less recovery. The proposed method makes full use of the biological properties of immunomagnetic beads, Cryptosporidium oocysts and Giardia cysts, and maintains high percent recovery with much shorter detection time.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Electrophoretic mobility of Cryptosporidium oocysts and Giardia cysts
    Ongerth, JE
    Pecoraro, JP
    [J]. JOURNAL OF ENVIRONMENTAL ENGINEERING, 1996, 122 (03) : 228 - 231
  • [2] EVALUATION OF THE IMMUNOFLUORESCENCE PROCEDURE FOR DETECTION OF GIARDIA CYSTS AND CRYPTOSPORIDIUM OOCYSTS IN WATER
    LECHEVALLIER, MW
    NORTON, WD
    SIEGEL, JE
    ABBASZADEGAN, M
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1995, 61 (02) : 690 - 697
  • [3] COMPARISON OF 2 METHODS FOR DETECTION OF GIARDIA CYSTS AND CRYPTOSPORIDIUM OOCYSTS IN WATER
    NIEMINSKI, EC
    SCHAEFER, FW
    ONGERTH, JE
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1995, 61 (05) : 1714 - 1719
  • [4] Using the flow cytometry to quantify the Giardia cysts and cryptosporidium oocysts in water samples
    Hsu, BM
    Wu, NM
    Jang, HD
    Shih, FC
    Wan, MT
    Kung, CM
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2005, 104 (1-3) : 155 - 162
  • [5] Occurrence of Cryptosporidium oocysts and Giardia cysts in sewage in Norway
    Robertson, L. J.
    Hermansen, L.
    Gjerde, B. K.
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2006, 72 (08) : 5297 - 5303
  • [6] Using the Flow Cytometry to Quantify the Giardia Cysts and Cryptosporidium Oocysts in Water Samples
    Bing-Mu Hsu
    Nan-Min Wu
    Hung-Der Jang
    Feng-Cheng Shih
    Min-Tao Wan
    Chien-Min Kung
    [J]. Environmental Monitoring and Assessment, 2005, 104 : 155 - 162
  • [7] WATERBORNE GIARDIA CYSTS AND CRYPTOSPORIDIUM OOCYSTS IN THE YUKON, CANADA
    ROACH, PD
    OLSON, ME
    WHITLEY, G
    WALLIS, PM
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1993, 59 (01) : 67 - 73
  • [8] The detection of Cryptosporidium oocysts and Giardia cysts in cistern water in the US Virgin Islands
    Crabtree, KD
    Ruskin, RH
    Shaw, SB
    Rose, JB
    [J]. WATER RESEARCH, 1996, 30 (01) : 208 - 216
  • [9] Artemia is Capable of Spreading Oocysts of Cryptosporidium and the Cysts of Giardia
    Mendez-Hermida, Fernando
    Gomez-Couso, Hipolito
    Ares-Mazas, Elvira
    [J]. JOURNAL OF EUKARYOTIC MICROBIOLOGY, 2006, 53 (06) : 432 - 434
  • [10] An evaluation of methods for the simultaneous detection of Cryptosporidium oocysts and Giardia cysts from water
    Shepherd, KM
    WynJones, AP
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1996, 62 (04) : 1317 - 1322