A hand-operated microfluidic sample preparation-to-analysis workflow for simplifying the basophil activation test

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<sup>-1</sup>, maximum activation levels, area under the dose response curve, and EC<sub>50</sub> 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.

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Publication Details

Journal
Lab on a Chip
Published
2025-01-01
DOI
https://doi.org/10.1039/d5lc00037h
Citations
2
Primary Topic
Pharmaceutical studies and practices
Type
article
Field-Weighted Citation Impact
6.99
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article

A hand-operated microfluidic sample preparation-to-analysis workflow for simplifying the basophil activation test

R. Sharon Chinthrajah, Stephen J. Galli, Sayantani Sindher, K.Y. Chua et al.
2 citations
Lab on a Chip
Pharmaceutical studies and practices
6.99
article

A hand-operated microfluidic sample preparation-to-analysis workflow for simplifying the basophil activation test

R. Sharon Chinthrajah, Stephen J. Galli, Sayantani Sindher, K.Y. Chua, Mindy Tsai, Jonathan Lee, G. Hofmann, Sindy K. Y. Tang, Kari Christine Nadeau, Nicolas Castaño, An Nguyen, Wesley J. Marshall
article en
2 citations

Abstract

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<sup>-1</sup>, maximum activation levels, area under the dose response curve, and EC<sub>50</sub> 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.

Lab on a ChipVol. 25(15)
Harvard University (US), Pulmonary and Allergy Associates (US), Stanford University (US)
Openalex Percentile: Top 4%
Pharmaceutical studies and practices
6.99
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