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用于代谢组学前列腺癌检测的整体式单芯片即时检测平台。

A monolithic single-chip point-of-care platform for metabolomic prostate cancer detection.

作者信息

Annese Valerio F, Patil Samadhan B, Hu Chunxiao, Giagkoulovits Christos, Al-Rawhani Mohammed A, Grant James, Macleod Martin, Clayton David J, Heaney Liam M, Daly Ronan, Accarino Claudio, Shah Yash D, Cheah Boon C, Beeley James, Evans Thomas R Jeffry, Jones Robert, Barrett Michael P, Cumming David R S

机构信息

Electronics and Nanoscale Engineering, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ UK.

Beatson West of Scotland Cancer Centre, Glasgow, G12 0YN UK.

出版信息

Microsyst Nanoeng. 2021 Mar 5;7:21. doi: 10.1038/s41378-021-00243-4. eCollection 2021.

Abstract

There is a global unmet need for rapid and cost-effective prognostic and diagnostic tools that can be used at the bedside or in the doctor's office to reduce the impact of serious disease. Many cancers are diagnosed late, leading to costly treatment and reduced life expectancy. With prostate cancer, the absence of a reliable test has inhibited the adoption of screening programs. We report a microelectronic point-of-care metabolite biomarker measurement platform and use it for prostate cancer detection. The platform, using an array of photodetectors configured to operate with targeted, multiplexed, colorimetric assays confined in monolithically integrated passive microfluidic channels, completes a combined assay of 4 metabolites in a drop of human plasma in under 2 min. A preliminary clinical study using l-amino acids, glutamate, choline, and sarcosine was used to train a cross-validated random forest algorithm. The system demonstrated sensitivity to prostate cancer of 94% with a specificity of 70% and an area under the curve of 0.78. The technology can implement many similar assay panels and hence has the potential to revolutionize low-cost, rapid, point-of-care testing.

摘要

对于能够在床边或医生办公室使用的快速且经济高效的预后和诊断工具,全球存在未满足的需求,以减少严重疾病的影响。许多癌症发现时已处于晚期,导致治疗成本高昂且预期寿命缩短。对于前列腺癌,由于缺乏可靠的检测方法,阻碍了筛查计划的采用。我们报告了一种微电子即时检测代谢物生物标志物测量平台,并将其用于前列腺癌检测。该平台使用一系列光电探测器,配置为与限制在单片集成无源微流控通道中的靶向、多重比色测定法一起运行,可在不到2分钟的时间内完成一滴人血浆中4种代谢物的联合测定。使用l-氨基酸、谷氨酸、胆碱和肌氨酸进行的初步临床研究用于训练交叉验证的随机森林算法。该系统对前列腺癌的敏感性为94%,特异性为70%,曲线下面积为0.78。该技术可以实施许多类似的检测面板,因此有可能彻底改变低成本、快速的即时检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a50/8433377/b7d22092705c/41378_2021_243_Fig1_HTML.jpg

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