Electrical and Systems Engineering Department, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Mechanical Engineering Department, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Lab Chip. 2022 Aug 23;22(17):3110-3121. doi: 10.1039/d2lc00024e.
Microfluidic diagnostic (μDX) technologies miniaturize sensors and actuators to the length-scales that are relevant to biology: the micrometer scale to interact with cells and the nanometer scale to interrogate biology's molecular machinery. This miniaturization allows measurements of biomarkers of disease (cells, nanoscale vesicles, molecules) in clinical samples that are not detectable using conventional technologies. There has been steady progress in the field over the last three decades, and a recent burst of activity catalyzed by the COVID-19 pandemic. In this time, an impressive and ever-growing set of technologies have been successfully validated in their ability to measure biomarkers in clinical samples, such as blood and urine, with sensitivity and specificity not possible using conventional tests. Despite our field's many accomplishments to date, very few of these technologies have been successfully commercialized and brought to clinical use where they can fulfill their promise to improve medical care. In this paper, we identify three major technological trends in our field that we believe will allow the next generation of μDx to have a major impact on the practice of medicine, and which present major opportunities for those entering the field from outside disciplines: 1. the combination of next generation, highly multiplexed μDx technologies with machine learning to allow complex patterns of multiple biomarkers to be decoded to inform clinical decision points, for which conventional biomarkers do not necessarily exist. 2. The use of micro/nano devices to overcome the limits of binding affinity in complex backgrounds in both the detection of sparse soluble proteins and nucleic acids in blood and rare circulating extracellular vesicles. 3. A suite of recent technologies that obviate the manual pre-processing and post-processing of samples before they are measured on a μDX chip. Additionally, we discuss economic and regulatory challenges that have stymied μDx translation to the clinic, and highlight strategies for successfully navigating this challenging space.
微流控诊断 (μDX) 技术将传感器和执行器小型化到与生物学相关的长度尺度:微米尺度与细胞相互作用,纳米尺度检测生物学的分子机制。这种小型化使得能够在使用传统技术无法检测到的临床样本中测量疾病生物标志物(细胞、纳米级囊泡、分子)。在过去的三十年中,该领域取得了稳步的进展,最近由 COVID-19 大流行引发了一波活跃的研究热潮。在此期间,一系列令人印象深刻且不断增长的技术已经成功验证了其在测量临床样本(如血液和尿液)中的生物标志物的能力,其灵敏度和特异性是传统测试无法实现的。尽管我们的领域迄今为止取得了许多成就,但这些技术中很少有成功商业化并应用于临床,以实现其改善医疗保健的承诺。在本文中,我们确定了我们领域中的三个主要技术趋势,我们相信这些趋势将使下一代 μDx 对医学实践产生重大影响,并为那些从外部学科进入该领域的人提供重大机遇:1. 将下一代、高度多重化的 μDx 技术与机器学习相结合,以允许解码多个生物标志物的复杂模式,从而为临床决策点提供信息,而传统的生物标志物不一定存在。2. 使用微/纳米器件来克服复杂背景下结合亲和力的限制,这在血液中稀疏可溶性蛋白和核酸以及罕见的循环细胞外囊泡的检测中都是如此。3. 一系列最近的技术,它们省去了在将样品测量到 μDX 芯片之前对其进行手动预处理和后处理的步骤。此外,我们讨论了阻碍 μDx 向临床转化的经济和监管挑战,并强调了成功应对这一具有挑战性的领域的策略。