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高速光谱纳米细胞学用于早期癌症筛查。

High-speed spectral nanocytology for early cancer screening.

机构信息

Northwestern University, Department of Biomedical Engineering, 2145 Sheridan Road, Evanston, Illinois 60208.

出版信息

J Biomed Opt. 2013 Nov;18(11):117002. doi: 10.1117/1.JBO.18.11.117002.

Abstract

High-throughput partial wave spectroscopy (HTPWS) is introduced as a high-speed spectral nanocytology technique that utilizes the field effect of carcinogenesis to perform minimally invasive cancer screening on at-risk populations. HTPWS uses fully automated hardware and an acousto-optic tunable filter to scan slides at low magnification, to select cells, and to rapidly acquire spectra at each spatial pixel in a cell between 450 and 700 nm, completing measurements of 30 cells in 40 min. Statistical quantitative analysis on the size and density of intracellular nanostructures extracted from the spectra at each pixel in a cell yields the diagnostic biomarker, disorder strength (Ld). Linear correlation between Ld and the length scale of nanostructures was measured in phantoms with R2=0.93. Diagnostic sensitivity was demonstrated by measuring significantly higher Ld from a human colon cancer cell line (HT29 control vector) than a less aggressive variant (epidermal growth factor receptor knockdown). Clinical diagnostic performance for lung cancer screening was tested on 23 patients, yielding a significant difference in Ld between smokers and cancer patients, p=0.02 and effect size=1.00. The high-throughput performance, nanoscale sensitivity, and diagnostic sensitivity make HTPWS a potentially clinically relevant modality for risk stratification of the large populations at risk of developing cancer.

摘要

高通量分波光谱学(HTPWS)作为一种高速光谱纳米细胞学技术,利用癌变的场效应,对高危人群进行微创癌症筛查。HTPWS 使用全自动化硬件和声光可调谐滤波器以低倍放大扫描载玻片,选择细胞,并在 450 至 700nm 之间的细胞每个空间像素快速获取光谱,在 40 分钟内完成 30 个细胞的测量。对细胞内每个像素的光谱中提取的纳米结构的大小和密度进行统计定量分析,得出诊断生物标志物,无序强度(Ld)。在具有 R2=0.93 的幻影中,测量了 Ld 与纳米结构长度尺度之间的线性相关性。通过测量人结肠癌细胞系(HT29 对照载体)的 Ld 明显高于侵袭性较弱的变体(表皮生长因子受体敲低),证明了诊断灵敏度。对 23 名患者进行了肺癌筛查的临床诊断性能测试,吸烟者和癌症患者之间的 Ld 存在显著差异,p=0.02,效应大小=1.00。高通量性能、纳米级灵敏度和诊断灵敏度使 HTPWS 成为一种有潜在临床意义的方法,可对处于癌症高发风险的大量人群进行风险分层。

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