High Sensitivity and High Throughput Magnetic Flow CMOS Cytometers With 2D Oscillator Array and Inter-Sensor Spectrogram Cross-Correlation

Hao Tang;Suresh Venkatesh;Zhongtian Lin;Xuyang Lu;Hooman Saeeidi;Mehdi Javanmard;Kaushik Sengupta
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Abstract

In the paper, we present an integrated flow cytometer with a 2D array of magnetic sensors based on dual-frequency oscillators in a 65-nm CMOS process, with the chip packaged with microfluidic controls. The sensor architecture and the presented array signal processing allows uninhibited flow of the sample for high throughput without the need for hydrodynamic focusing to a single sensor. To overcome the challenge of sensitivity and specificity that comes as a trade off with high throughout, we perform two levels of signal processing. First, utilizing the fact that a magnetically tagged cell is expected to excite sequentially an array of sensors in a time-delayed fashion, we perform inter-site cross-correlation of the sensor spectrograms that allows us to suppress the probability of false detection drastically, allowing theoretical sensitivity reaching towards sub-ppM levels that is needed for rare cell or circulating tumor cell detection. In addition, we implement two distinct methods to suppress correlated low frequency drifts of singular sensors—one with an on-chip sensor reference and one that utilizes the frequency dependence of the susceptibility of super-paramagnetic magnetic beads that we deploy as tags. We demonstrate these techniques on a 7 $\times$ 7 sensor array in 65 nm CMOS technology packaged with microfluidics with magnetically tagged dielectric particles and cultu lymphoma cancer cells.
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采用二维振荡器阵列和传感器间谱图交叉相关技术的高灵敏度和高通量磁流式 CMOS 细胞计数器。
在本文中,我们介绍了一种集成流式细胞仪,它采用 65 纳米 CMOS 工艺,基于双频振荡器的二维磁性传感器阵列,芯片封装有微流体控制装置。这种传感器结构和所介绍的阵列信号处理技术可使样品不受抑制地流动,从而实现高通量,而无需将流体动力聚焦到单个传感器上。为了克服灵敏度和特异性的挑战,我们进行了两层信号处理。首先,利用磁标记细胞会以延时方式依次激发传感器阵列这一事实,我们对传感器频谱图进行了点间交叉相关处理,从而大幅降低了误检概率,使理论灵敏度达到稀有细胞或循环肿瘤细胞检测所需的亚ppM 水平。此外,我们还采用了两种不同的方法来抑制奇异传感器的相关低频漂移,一种是使用片上传感器基准,另一种是利用我们作为标签部署的超顺磁性磁珠的电感频率依赖性。我们在采用 65 纳米 CMOS 技术的 7×7 传感器阵列上演示了这些技术,该阵列采用微流体技术封装,内含磁标记介质颗粒和培养淋巴瘤癌细胞。
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