Label-free light-sheet microfluidic cytometry for the automatic identification of senescent cells

被引:39
作者
Lin, Meiai [1 ]
Liu, Qiao [2 ,3 ]
Liu, Chao [1 ]
Qiao, Xu [1 ]
Shao, Changshun [2 ,3 ]
Su, Xuantao [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Inst Biomed Engn, Jinan 250061, Shandong, Peoples R China
[2] Shandong Univ, Sch Basic Med, Dept Mol Med & Genet, Jinan 250012, Shandong, Peoples R China
[3] Shandong Univ, Key Lab Expt Teratol, Minist Educ, Jinan 250012, Shandong, Peoples R China
来源
BIOMEDICAL OPTICS EXPRESS | 2018年 / 9卷 / 04期
基金
中国国家自然科学基金;
关键词
STIMULATED RAMAN-SCATTERING; CELLULAR SENESCENCE; FLOW-CYTOMETRY; IN-VIVO; CHIP; AUTOFLUORESCENCE; TECHNOLOGY; MICROSCOPY; BIOMARKER; PATTERNS;
D O I
10.1364/BOE.9.001692
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Label-free microfluidic cytometry is of increasing interest for single cell analysis due to its advantages of high-throughput, miniaturization, as well as noninvasive detection. Here we develop a next generation label-free light-sheet microfluidic cytometer for single cell analysis by two-dimensional (2D) light scattering measurements. Our cytometer integrates light sheet illumination with a disposable hydrodynamic focusing unit, which can achieve 3D hydrodynamic focusing of a sample fluid to a diameter of 19 micrometer without microfabrication. This integration also improves the signal to noise ratio (SNR) for the acquisition of 2D light scattering patterns from label-free cells. Particle sizing with submicron resolution is achieved by our light-sheet flow cytometer, where Euclidean distance-based similarity measures are performed. Label-free, automatic classification of senescent and normal cells is achieved with a high accuracy rate by incorporating our light-sheet flow cytometry with support vector machine (SVM) algorithms. Our light-sheet microfluidic cytometry with a microfabrication-free hydrodynamic focusing unit may find wide applications for automatic and label-free clinical diagnosis. (c) 2018 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:1692 / 1703
页数:12
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