Castaño Nicolas, Chua Kaiser, Nguyen An, Marshall Wyeth, Hofmann Grady H, Lee Jonathan, Tsai Mindy, Sindher Sayantani B, Nadeau Kari C, Chinthrajah R Sharon, Galli Stephen J, Tang Sindy K Y
Department of Mechanical Engineering, Stanford University, USA.
Department of Pathology, Stanford University, USA.
Lab Chip. 2025 Jul 23;25(15):3779-3791. doi: 10.1039/d5lc00037h.
Access to the basophil activation test (BAT) has been hindered by the requirement for fresh blood analysis, specialized laboratory equipment, and advanced technical expertise. To address these issues, we have developed a hand-operated microfluidic sample preparation "μF-prep" device to perform the most time sensitive steps of the assay and stabilize the sample, effectively extending the time window before flow cytometry analysis. The μF-prep device performs concurrent basophil stimulation and staining for eight conditions in parallel. Barcoded staining of basophils allows the pooling of all conditions into one lyse/fix buffer tube for sample stabilization. After flow cytometry analysis, an XGBoost-enabled analysis pipeline unpools the eight conditions and generates basophil counts and activation levels directly from raw flow cytometry data. To characterize the μF-prep device, we stimulate whole blood samples from peanut-allergic and non-allergic donors. We compare μF-prep with a conventional BAT sample preparation protocol ("conv-prep"), and assess the stability of stimulated samples stored in the lyse/fix buffer. The μF-prep device performs sample preparation with <2 minutes of active user engagement. Our analysis pipeline shows excellent agreement with manual gating analysis. Compared with conv-prep, μF-prep exhibits similar activation levels at peanut doses of 1-100 ng mL, maximum activation levels, area under the dose response curve, and EC values. Activation levels of basophils from anonymous and presumed non-allergic donors in samples stored in the lyse/fix buffer for up to 7 days at 4 °C are similar to those analyzed on day 0. In summary, we demonstrate the potential of μF-prep to facilitate access to the BAT by simplifying sample preparation, stabilizing samples to remove the need for overnight blood shipping for flow cytometry analysis, and automating the data analysis pipeline.
由于需要进行新鲜血液分析、使用专门的实验室设备以及具备先进的技术专长,嗜碱性粒细胞活化试验(BAT)的应用受到了限制。为了解决这些问题,我们开发了一种手动微流控样品制备“μF-prep”装置,以执行该检测中最对时间敏感的步骤并稳定样品,从而有效延长流式细胞术分析前的时间窗口。μF-prep装置可并行对八个条件同时进行嗜碱性粒细胞刺激和染色。对嗜碱性粒细胞进行条形码染色可将所有条件的样本汇集到一个裂解/固定缓冲管中以稳定样品。在进行流式细胞术分析后,一个启用XGBoost的分析流程会将八个条件解池,并直接从原始流式细胞术数据生成嗜碱性粒细胞计数和活化水平。为了表征μF-prep装置,我们刺激了来自花生过敏和非过敏供体的全血样本。我们将μF-prep与传统的BAT样品制备方案(“conv-prep”)进行比较,并评估储存在裂解/固定缓冲液中的刺激样本的稳定性。μF-prep装置在用户主动操作不到2分钟的时间内即可完成样品制备。我们的分析流程与手动设门分析显示出极佳的一致性。与conv-prep相比,在花生剂量为1-100 ng/mL时,μF-prep表现出相似的活化水平、最大活化水平、剂量反应曲线下面积和EC值。储存在裂解/固定缓冲液中的来自匿名且假定为非过敏供体的嗜碱性粒细胞样本,在4℃下保存长达7天,其活化水平与第0天分析的样本相似。总之,我们证明了μF-prep通过简化样品制备、稳定样品以消除流式细胞术分析所需的隔夜血液运输需求以及使数据分析流程自动化,从而促进BAT应用的潜力。