一种基于图像识别的肿瘤类器官分选集成微流控装置。

IF 6.1 2区 工程技术 Q1 BIOCHEMICAL RESEARCH METHODS Lab on a Chip Pub Date : 2024-12-04 DOI:10.1039/D4LC00746H
Xingyang Yan, Deng Tan, Lei Yu, Danyu Li, Zhenghao Wang, Weiren Huang and Hongkai Wu
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引用次数: 0

摘要

由于肿瘤类器官在形态和大小上具有相当大的异质性,因此在药物筛选中提出了挑战。为了解决这一问题,我们提出了一种便携式微流体装置,该装置采用图像处理算法进行特定目标类器官识别,并采用微阀控制偏转进行分类和收集。这种形态激活的类器官分类系统具有许多优点,如自动分类、便携性、低成本、无标签样品制备和类器官的温和处理。我们对聚苯乙烯珠、F9类肿瘤和患者源性肿瘤类器官进行了分类实验,类器官分离效率超过88%,纯度超过91%,生存力超过97%,分类吞吐量达到800个/小时,满足了临床类器官医学的需求。
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An integrated microfluidic device for sorting of tumor organoids using image recognition†

Tumor organoids present a challenge in drug screening due to their considerable heterogeneity in morphology and size. To address this issue, we proposed a portable microfluidic device that employs image processing algorithms for specific target organoid recognition and microvalve-controlled deflection for sorting and collection. This morphology-activated organoid sorting system offers numerous advantages, such as automated classification, portability, low cost, label-free sample preparation, and gentle handling of organoids. We conducted classification experiments using polystyrene beads, F9 tumoroids and patient-derived tumor organoids, achieving organoid separation efficiency exceeding 88%, purity surpassing 91%, viability exceeding 97% and classification throughput of 800 per hour, thereby meeting the demands of clinical organoid medicine.

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来源期刊
Lab on a Chip
Lab on a Chip 工程技术-化学综合
CiteScore
11.10
自引率
8.20%
发文量
434
审稿时长
2.6 months
期刊介绍: Lab on a Chip is the premiere journal that publishes cutting-edge research in the field of miniaturization. By their very nature, microfluidic/nanofluidic/miniaturized systems are at the intersection of disciplines, spanning fundamental research to high-end application, which is reflected by the broad readership of the journal. Lab on a Chip publishes two types of papers on original research: full-length research papers and communications. Papers should demonstrate innovations, which can come from technical advancements or applications addressing pressing needs in globally important areas. The journal also publishes Comments, Reviews, and Perspectives.
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