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本文引用的文献

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Strategies for implementing hardware-assisted high-throughput cellular image analysis.实施硬件辅助高通量细胞图像分析的策略。
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Rapid prototyping polymers for microfluidic devices and high pressure injections.用于微流控器件和高压注射的快速原型聚合物。
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Dynamic self-assembly and control of microfluidic particle crystals.动态自组装和微流控粒子晶体的控制。
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Automated microscopy for high-content RNAi screening.自动化显微镜高通量 RNAi 筛选
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Inertial microfluidics.惯性微流控技术。
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Particle focusing mechanisms in curving confined flows.弯曲受限流中的颗粒聚焦机制。
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Serial time-encoded amplified imaging for real-time observation of fast dynamic phenomena.用于快速动态现象实时观测的串行时间编码放大成像。
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Tracking epitope-specific T cells.追踪表位特异性T细胞。
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Optimization of yeast cell cycle analysis and morphological characterization by multispectral imaging flow cytometry.通过多光谱成像流式细胞术优化酵母细胞周期分析和形态表征
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A computer-aided measuring system for the characterization of yeast populations combining 2D-image analysis, electronic particle counter, and flow cytometry.一种用于酵母群体特征描述的计算机辅助测量系统,结合了 2D 图像分析、电子颗粒计数器和流式细胞术。
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高通量单细胞成像流式分析仪。

High-throughput single-microparticle imaging flow analyzer.

机构信息

Department of Electrical Engineering, University of California, Los Angeles, CA 90095, USA.

出版信息

Proc Natl Acad Sci U S A. 2012 Jul 17;109(29):11630-5. doi: 10.1073/pnas.1204718109. Epub 2012 Jul 2.

DOI:10.1073/pnas.1204718109
PMID:22753513
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3406874/
Abstract

Optical microscopy is one of the most widely used diagnostic methods in scientific, industrial, and biomedical applications. However, while useful for detailed examination of a small number (< 10,000) of microscopic entities, conventional optical microscopy is incapable of statistically relevant screening of large populations (> 100,000,000) with high precision due to its low throughput and limited digital memory size. We present an automated flow-through single-particle optical microscope that overcomes this limitation by performing sensitive blur-free image acquisition and nonstop real-time image-recording and classification of microparticles during high-speed flow. This is made possible by integrating ultrafast optical imaging technology, self-focusing microfluidic technology, optoelectronic communication technology, and information technology. To show the system's utility, we demonstrate high-throughput image-based screening of budding yeast and rare breast cancer cells in blood with an unprecedented throughput of 100,000 particles/s and a record false positive rate of one in a million.

摘要

光学显微镜是科学、工业和生物医学应用中最广泛使用的诊断方法之一。然而,尽管在对少量(<10000 个)微观实体进行详细检查时非常有用,但由于其低通量和有限的数字内存大小,传统的光学显微镜无法以高精度对大量(>100000000 个)进行具有统计学意义的筛选。我们提出了一种自动化的流动式单颗粒光学显微镜,通过在高速流动时进行敏感的无模糊图像采集和不间断的实时图像记录和分类微粒子,克服了这一限制。这是通过集成超快光学成像技术、自聚焦微流控技术、光电通信技术和信息技术实现的。为了展示该系统的实用性,我们演示了以 100000 个/秒的空前通量和百万分之一的记录假阳性率对血液中的出芽酵母和罕见乳腺癌细胞进行基于图像的高通量筛选。