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DOI 10.1371/journal.pone.0178608

Медицинская библиотека · PloS one · 2017

An indicator cell assay for blood-based diagnostics.

Danziger Samuel A, Miller Leslie R, Singh Karanbir, Whitney G Adam, Peskind Elaine R, Li Ge, Lipshutz Robert J, Aitchison John D, Smith Jennifer J

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Аннотация

We have established proof of principle for the Indicator Cell Assay Platform™ (iCAP™), a broadly applicable tool for blood-based diagnostics that uses specifically-selected, standardized cells as biosensors, relying on their innate ability to integrate and respond to diverse signals present in patients' blood. To develop an assay, indicator cells are exposed in vitro to serum from case or control subjects and their global differential response patterns are used to train reliable, disease classifiers based on a small number of features. In a feasibility study, the iCAP detected pre-symptomatic disease in a murine model of amyotrophic lateral sclerosis (ALS) with 94% accuracy (p-Value = 3.81E-6) and correctly identified samples from a murine Huntington's disease model as non-carriers of ALS. Beyond the mouse model, in a preliminary human disease study, the iCAP detected early stage Alzheimer's disease with 72% cross-validated accuracy (p-Value = 3.10E-3). For both assays, iCAP features were enriched for disease-related genes, supporting the assay's relevance for disease research.

Для цитирования: Danziger Samuel A, Miller Leslie R, Singh Karanbir, Whitney G Adam, Peskind Elaine R, Li Ge, Lipshutz Robert J, Aitchison John D, Smith Jennifer J. An indicator cell assay for blood-based diagnostics.. PloS one. 2017. DOI: 10.1371/journal.pone.0178608.

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