Higher-order partial least squares for predicting gene expression levels from chromatin states

Abstract Background Extensive studies have shown that gene expression levels are strongly affected by chromatin mark combinations via at least two mechanisms, i.e., activation or repression. But their combinatorial patterns are still unclear. To further understand the relationship between histone mo...

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Bibliografiske detaljer
Main Authors: Shiquan Sun, Xifang Sun, Yan Zheng
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2018-04-01
Serier:BMC Bioinformatics
Fag:
Higher-order partial least squares
Chromatin states
Tensor decomposition
Gene expression levels
Histone modification
Online adgang:http://link.springer.com/article/10.1186/s12859-018-2100-y
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