Cargando…
A novel computational strategy for DNA methylation imputation using mixture regression model (MRM)
BACKGROUND: DNA methylation is an important heritable epigenetic mark that plays a crucial role in transcriptional regulation and the pathogenesis of various human disorders. The commonly used DNA methylation measurement approaches, e.g., Illumina Infinium HumanMethylation-27 and -450 BeadChip array...
Autores principales: | Yu, Fangtang, Xu, Chao, Deng, Hong-Wen, Shen, Hui |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7708217/ https://www.ncbi.nlm.nih.gov/pubmed/33261550 http://dx.doi.org/10.1186/s12859-020-03865-z |
Ejemplares similares
-
Systemic analysis of osteoblast-specific DNA methylation marks reveals novel epigenetic basis of osteoblast differentiation
por: Yu, Fangtang, et al.
Publicado: (2017) -
MS/MS library facilitated MRM quantification of native peptides prepared by denaturing ultrafiltration
por: Lenco, Juraj, et al.
Publicado: (2012) -
Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding scheme
por: Wang, Xian, et al.
Publicado: (2006) -
An integrative imputation method based on multi-omics datasets
por: Lin, Dongdong, et al.
Publicado: (2016) -
SCC: an accurate imputation method for scRNA-seq dropouts based on a mixture model
por: Zheng, Yan, et al.
Publicado: (2021)