Key result
The Indicator Cell Assay Platform (iCAP) detected pre-symptomatic disease in a murine model of ALS with 94% accuracy and identified early-stage Alzheimer's disease from human plasma with 72% accuracy.
Why the study?
Does the Indicator Cell Assay Platform (iCAP) accurately detect pre-symptomatic ALS in murine models and early stage Alzheimer's disease in humans?
Does the Indicator Cell Assay Platform (iCAP) accurately detect pre-symptomatic ALS in murine models and early stage Alzheimer's disease in humans?
The Indicator Cell Assay Platform demonstrates proof-of-principle for detecting disease-specific signatures in blood for ALS and Alzheimer's disease.
Answers are grounded in this paper and cite their sources.
Hypothesis-generating for blood-based early detection of neurodegeneration; prospective human validation required before clinical consideration.
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, cost-effective 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. In a preliminary human disease assay, 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.
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Danziger et al. (2017) studied Amyotrophic lateral sclerosis (ALS) and Alzheimer's disease (AD) (n=126). Indicator Cell Assay Platform (iCAP) vs. Healthy/non-carrier controls was evaluated on Diagnostic accuracy for pre-symptomatic disease in a murine model of ALS (94% accuracy, p=3.81E-6). The Indicator Cell Assay Platform (iCAP) detected pre-symptomatic disease in a murine model of ALS with 94% accuracy and identified early-stage Alzheimer's disease from human plasma with 72% accuracy.
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