Portable Rice Disease Spores Capture and Detection Method Using Diffraction Fingerprints on Microfluidic Chip

被引:21
作者
Yang, Ning [1 ]
Chen, Chiyuan [1 ]
Li, Tao [1 ]
Li, Zhuo [1 ]
Zou, Lirong [1 ]
Zhang, Rongbiao [1 ]
Mao, Hanping [2 ]
机构
[1] Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Jiangsu Univ, Sch Agr Equipment Engn, Zhenjiang 212013, Jiangsu, Peoples R China
基金
中国博士后科学基金;
关键词
crop disease; lensfree; light diffraction; image processing; microfluidic; IMMUNITY; DEVICE;
D O I
10.3390/mi10050289
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Crop diseases cause great harm to food security, 90% of these are caused by fungal spores. This paper proposes a crop diseases spore detection method, based on the lensfree diffraction fingerprint and microfluidic chip. The spore diffraction images are obtained by a designed large field of view lensless diffraction detection platform which contains the spore enrichment microfluidic chip and lensless imaging module. By using the microfluidic chip to enrich and isolate spores in advance, the required particles can be captured in the chip enrichment area, and other impurities can be filtered to reduce the interference of impurities on spore detection. The light source emits partially coherent light and irradiates the target to generate diffraction fingerprints, which can be used to distinguish spores and impurities. According to the theoretical analysis, two parameters, Peak to Center ratio (PCR) and Peak to Valley ratio (PVR), are found to quantify these spores. The correlation coefficient between the detection results of rice blast spores by the constructed device and the results of microscopic artificial identification was up to 0.99, and the average error rate of the proposed device was only 5.91%. The size of the device is only 4 cm x 4 cm x 5 cm, and the cost is less than $150, which is one thousandth of the existing equipment. Therefore, it may be widely used as an early detection method for crop disease caused by spores.
引用
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页数:13
相关论文
共 22 条
[1]   Analysis of PCR Kinetics inside a Microfluidic DNA Amplification System [J].
Chen, Jyh Jian ;
Li, Kun Tze .
MICROMACHINES, 2018, 9 (02)
[2]  
Chesmore D., 2003, Bulletin OEPP, V33, P495, DOI 10.1111/j.1365-2338.2003.00686.x
[3]   Three Dimensional, Sheathless, and High-Throughput Microparticle Inertial Focusing Through Geometry-Induced Secondary Flows [J].
Chung, Aram J. ;
Gossett, Daniel R. ;
Di Carlo, Dino .
SMALL, 2013, 9 (05) :685-690
[4]   Identification of a specific molecular marker for the rice blast-resistant gene Pigm and molecular breeding of thermo-sensitive genic male sterile leaf-color marker lines [J].
Dai, Xiaojun ;
He, Chao ;
Zhou, Liang ;
Liang, Manzhong ;
Fu, XiaoChun ;
Qin, Peng ;
Yang, Yuanzhu ;
Chen, Liangbi .
MOLECULAR BREEDING, 2018, 38 (06)
[5]   Microfluidic High-Migratory Cell Collector Suppressing Artifacts Caused by Microstructures [J].
Ishida, Tadashi ;
Shimamoto, Takuya ;
Kaminaga, Maho ;
Kuchimaru, Takahiro ;
Kizaka-Kondoh, Shinae ;
Omata, Toru .
MICROMACHINES, 2019, 10 (02)
[6]   Early Forecasting of Rice Blast Disease Using Long Short-Term Memory Recurrent Neural Networks [J].
Kim, Yangseon ;
Roh, Jae-Hwan ;
Kim, Ha Young .
SUSTAINABILITY, 2018, 10 (01)
[7]   A simple and low-cost biofilm quantification method using LED and CMOS image sensor [J].
Kwak, Yeon Hwa ;
Lee, Junhee ;
Lee, Junghoon ;
Kwak, Soo Hwan ;
Oh, Sangwoo ;
Paek, Se-Hwan ;
Ha, Un-Hwan ;
Seo, Sungkyu .
JOURNAL OF MICROBIOLOGICAL METHODS, 2014, 107 :150-156
[8]   An approach for cell viability online detection based on the characteristics of lensfree cell diffraction fingerprint [J].
Li, Guoxiao ;
Zhang, Rongbiao ;
Yang, Ning ;
Yin, Changsheng ;
Wei, Mingji ;
Zhang, Yecheng ;
Sun, Jian .
BIOSENSORS & BIOELECTRONICS, 2018, 107 :163-169
[9]   Multiple Rice MicroRNAs Are Involved in Immunity against the Blast Fungus Magnaporthe oryzae [J].
Li, Yan ;
Lu, Yuan-Gen ;
Shi, Yi ;
Wu, Liang ;
Xu, Yong-Ju ;
Huang, Fu ;
Guo, Xiao-Yi ;
Zhang, Yong ;
Fan, Jing ;
Zhao, Ji-Qun ;
Zhang, Hong-Yu ;
Xu, Pei-Zhou ;
Zhou, Jian-Min ;
Wu, Xian-Jun ;
Wang, Ping-Rong ;
Wang, Wen-Ming .
PLANT PHYSIOLOGY, 2014, 164 (02) :1077-1092
[10]   Effector-Mediated Suppression of Chitin-Triggered Immunity by Magnaporthe oryzae Is Necessary for Rice Blast Disease [J].
Mentlak, Thomas A. ;
Kombrink, Anja ;
Shinya, Tomonori ;
Ryder, Lauren S. ;
Otomo, Ippei ;
Saitoh, Hiromasa ;
Terauchi, Ryohei ;
Nishizawa, Yoko ;
Shibuya, Naoto ;
Thomma, Bart P. H. J. ;
Talbot, Nicholas J. .
PLANT CELL, 2012, 24 (01) :322-335