Uncertainty quantification of reference-based cellular deconvolution algorithms

The majority of epigenetic epidemiology studies to date have generated genome-wide profiles from bulk tissues (e.g., whole blood) however these are vulnerable to confounding from variation in cellular composition. Proxies for cellular composition can be mathematically derived from the bulk tissue pr...

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Bibliographic Details
Main Authors: Dorothea Seiler Vellame, Gemma Shireby, Ailsa MacCalman, Emma L Dempster, Joe Burrage, Tyler Gorrie-Stone, Leonard S Schalkwyk, Jonathan Mill, Eilis Hannon
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Epigenetics
Subjects:
Online Access:http://dx.doi.org/10.1080/15592294.2022.2137659