原子力显微镜与微流体相结合,用于液体活检中循环肿瘤细胞的无标记分选和自动纳米力学

IF 5.8 3区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY Nanoscale Pub Date : 2025-01-10 DOI:10.1039/d4nr04033c
Xiaoqun Qi, Sen Lin, Mi Li
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引用次数: 0

摘要

液体活检有望促进癌症的管理,特别是物理线索正在引起人们对肿瘤发生和转移的关注。原子力显微镜(AFM)已成为检测单个活细胞力学特性的标准和重要工具,但开发基于原子力显微镜的方法来有效测量液体活检中循环肿瘤细胞(CTCs)的力学特性并用于临床应用的研究仍然很少。在此,我们提出了一项基于AFM和微流体互补组合的概念验证研究,该研究允许对单个CTCs进行无标签分类,并随后对CTCs的机械性能进行自动AFM测量。使用包含收缩-膨胀微通道的微流体系统,以不依赖于标记的方式分离和收获特定的癌细胞类型。随后,在深度学习光学图像识别模型对细胞进行无标记识别的精确指导下,对富集的细胞进行自动AFM压痕和力谱实验。在不同大小的混合微球、不同类型癌细胞的混合、癌细胞与血细胞的混合三种实验样品系统上验证了该方法的有效性。该研究阐述了一个基于AFM和微流体集成的可行框架,用于对体液中ctc进行非破坏性和高效的纳米力学表型分析,这为基于AFM的纳米力学分析的临床应用提供了额外的可能性,也将有利于机械生物学和癌症液体活检领域。
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Atomic force microscopy combined with microfluidics for label-free sorting and automated nanomechanics of circulating tumor cells in liquid biopsy
Liquid biopsies are expected to advance cancer management, and particularly physical cues are gaining attention for indicating tumorigenesis and metastasis. Atomic force microscopy (AFM) has become a standard and important tool for detecting the mechanical properties of single living cells, but studies of developing AFM-based methods to efficiently measure the mechanical properties of circulating tumor cells (CTCs) in liquid biopsy for clinical utility are still scarce. Herein, we present a proof-of-concept study based on the complementary combination of AFM and microfluidics, which allows label-free sorting of individual CTCs and subsequent automated AFM measurements of the mechanical properties of CTCs. With the use of a microfluidic system containing contraction-expansion microchannels, specific cancer cell types were separated and harvested in a marker-independent manner. Subsequently, automated AFM indentation and force spectroscopy experiments were performed on the enriched cells under the precise guidance of the label-free identification of cells by deep learning optical image recognition model. The effectiveness of the presented method was verified on three experimental sample systems, including mixed microspheres with different sizes, mixture of different types of cancer cells, and mixture of cancer cells and blood cells. The study illustrates a feasible framework based on the integration of AFM and microfluidics for non-destructive and efficient nanomechanical phenotyping of CTCs in bodily fluids, which offers additional possibilities for the clinical applications of AFM-based nanomechanical analysis and will also benefit the field of mechanobiology as well as cancer liquid biopsy.
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来源期刊
Nanoscale
Nanoscale CHEMISTRY, MULTIDISCIPLINARY-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
12.10
自引率
3.00%
发文量
1628
审稿时长
1.6 months
期刊介绍: Nanoscale is a high-impact international journal, publishing high-quality research across nanoscience and nanotechnology. Nanoscale publishes a full mix of research articles on experimental and theoretical work, including reviews, communications, and full papers.Highly interdisciplinary, this journal appeals to scientists, researchers and professionals interested in nanoscience and nanotechnology, quantum materials and quantum technology, including the areas of physics, chemistry, biology, medicine, materials, energy/environment, information technology, detection science, healthcare and drug discovery, and electronics.
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