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高通量自动化循环肿瘤细胞显微镜检测

High-Throughput Automated Microscopy of Circulating Tumor Cells.

机构信息

Delee Corp., Mountain View, CA, 94041, USA.

Departamento de Bioquímica y Medicina Molecular, Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, 64460, Mexico.

出版信息

Sci Rep. 2019 Sep 24;9(1):13766. doi: 10.1038/s41598-019-50241-w.

DOI:10.1038/s41598-019-50241-w
PMID:31551445
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6760523/
Abstract

Circulating tumor cells (CTCs) have the potential of becoming the gold standard marker for cancer diagnosis, prognosis and monitoring. However, current methods for its isolation and characterization suffer from equipment variability and human operator error that hinder its widespread use. Here we report the design and construction of a fully automated high-throughput fluorescence microscope that enables the imaging and classification of cancer cells that were labeled by immunostaining procedures. An excellent agreement between our machine vision-based approach and a state-of-the-art microscopy equipment was achieved. Our integral approach provides a path for operator-free and robust analysis of cancer cells as a standard clinical practice.

摘要

循环肿瘤细胞(CTCs)有可能成为癌症诊断、预后和监测的金标准标志物。然而,目前用于其分离和鉴定的方法存在设备可变性和人为操作误差,这阻碍了其广泛应用。在这里,我们报告了一种全自动高通量荧光显微镜的设计和构建,该显微镜能够对通过免疫染色程序标记的癌细胞进行成像和分类。我们基于机器视觉的方法与最先进的显微镜设备之间达到了极好的一致性。我们的整体方法为实现无操作人员且稳健的癌症细胞分析提供了一条途径,可作为标准临床实践。

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High-Throughput Automated Microscopy of Circulating Tumor Cells.高通量自动化循环肿瘤细胞显微镜检测
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Heliyon. 2024 Oct 15;10(20):e39148. doi: 10.1016/j.heliyon.2024.e39148. eCollection 2024 Oct 30.
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Data-driven microscopy allows for automated context-specific acquisition of high-fidelity image data.数据驱动的显微镜允许针对特定背景进行自动化、高保真度的图像数据获取。

本文引用的文献

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Detecting predictive androgen receptor modifications in circulating prostate cancer cells.检测循环前列腺癌细胞中具有预测性的雄激素受体修饰
Oncotarget. 2015 Apr 23;10(41):4213-4223. doi: 10.18632/oncotarget.3925. eCollection 2019 Jun 25.
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Easy Employment and Crosstalk-Free Detection of Seven Fluorophores in a Widefield Fluorescence Microscope.宽场荧光显微镜中七种荧光团的轻松成像与无串扰检测
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AR-Variant-Positive CTC: A Surrogate for a Surrogate for Taxane Therapy Outcome?
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Serial imaging of micro-agents and cancer cell spheroids in a microfluidic channel using multicolor fluorescence microscopy.使用多色荧光显微镜对微流控通道中的微试剂和癌细胞球体进行连续成像。
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An Automatic Platform Based on Nanostructured Microfluidic Chip for Isolating and Identification of Circulating Tumor Cells.一种基于纳米结构微流控芯片的用于循环肿瘤细胞分离与鉴定的自动化平台。
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Updates on "Cancer Genomics and Epigenomics".《癌症基因组学与表观基因组学》的最新进展。
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Label-free detection of rare circulating tumor cells by image analysis and machine learning.基于图像分析和机器学习的无标记稀有循环肿瘤细胞检测。
Sci Rep. 2020 Jul 22;10(1):12226. doi: 10.1038/s41598-020-69056-1.
AR 变异阳性循环肿瘤细胞:紫杉醇治疗结果的替代指标?
Clin Cancer Res. 2019 Mar 15;25(6):1696-1698. doi: 10.1158/1078-0432.CCR-18-3727. Epub 2018 Dec 27.
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Analysis of Circulating Tumor Cells in Ovarian Cancer and Their Clinical Value as a Biomarker.卵巢癌循环肿瘤细胞分析及其作为生物标志物的临床价值
Cell Physiol Biochem. 2018;48(5):1983-1994. doi: 10.1159/000492521. Epub 2018 Aug 9.
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Circulating tumour cell increase as a biomarker of disease progression in metastatic castration-resistant prostate cancer patients with low baseline CTC counts.循环肿瘤细胞增加作为基线 CTC 计数低的转移性去势抵抗性前列腺癌患者疾病进展的生物标志物。
Ann Oncol. 2018 Jul 1;29(7):1554-1560. doi: 10.1093/annonc/mdy172.
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Circulating Tumor Cells: A Reliable Biomarker for Prostate Cancer Treatment Assessment?循环肿瘤细胞:前列腺癌治疗评估的可靠生物标志物?
Curr Drug Metab. 2017;18(8):692-699. doi: 10.2174/1389200218666170518163549.
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Imagining the future of bioimage analysis.畅想生物图像分析的未来。
Nat Biotechnol. 2016 Dec 7;34(12):1250-1255. doi: 10.1038/nbt.3722.
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Circulating Tumor Cell Count Correlates with Colorectal Neoplasm Progression and Is a Prognostic Marker for Distant Metastasis in Non-Metastatic Patients.循环肿瘤细胞计数与结直肠肿瘤进展相关,是无转移患者远处转移的预后标志物。
Sci Rep. 2016 Apr 14;6:24517. doi: 10.1038/srep24517.
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Pooled Analysis of the Prognostic Relevance of Circulating Tumor Cells in Primary Breast Cancer.原发性乳腺癌循环肿瘤细胞预后相关性的汇总分析。
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CK-coated magnetic-based beads as a tool to isolate circulating tumor cells (CTCs) in human tumors.CK 涂层磁性珠作为一种从人肿瘤中分离循环肿瘤细胞(CTC)的工具。
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