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Shane Lofgren

Researcher at Stanford University

Publications -  22
Citations -  1862

Shane Lofgren is an academic researcher from Stanford University. The author has contributed to research in topics: Deconvolution & Disease. The author has an hindex of 14, co-authored 21 publications receiving 1371 citations. Previous affiliations of Shane Lofgren include Bayer HealthCare Pharmaceuticals & University of Texas MD Anderson Cancer Center.

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Leveraging heterogeneity across multiple datasets increases cell-mixture deconvolution accuracy and reduces biological and technical biases.

TL;DR: In silico quantification of cell proportions from mixed-cell transcriptomics data (deconvolution) requires a reference expression matrix, called basis matrix, and introduces immunoStates, a basis matrix built using 6160 samples with different disease states across 42 microarray platforms that significantly reduces biological and technical biases.