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Improving sensitivity of linear regression-based cell type-specific differential expression deconvolution with per-gene vs. global significance threshold

BACKGROUND: The goal of many human disease-oriented studies is to detect molecular mechanisms different between healthy controls and patients. Yet, commonly used gene expression measurements from blood samples suffer from variability of cell composition. This variability hinders the detection of dif...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Glass, Edmund R., Dozmorov, Mikhail G.
Format: Artigo
Language:Inglês
Published: BioMed Central 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5073979/
https://ncbi.nlm.nih.gov/pubmed/27766949
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-1226-z
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