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Differential methylation values in differential methylation analysis.

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成果类型:
期刊论文
作者:
Xie, Changchun*;Leung, Yuet-Kin;Chen, Aimin;Long, Ding-Xin;Hoyo, Catherine;...
通讯作者:
Xie, Changchun
作者机构:
[Xie, Changchun; Leung, Yuet-Kin; Chen, Aimin; Ho, Shuk-Mei] Univ Cincinnati, Dept Environm Hlth, Cincinnati, OH 45267 USA.
[Long, Ding-Xin] Univ South China, Sch Publ Hlth, Hengyang 421001, Hunan, Peoples R China.
[Hoyo, Catherine] North Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA.
通讯机构:
[Xie, Changchun] U
Univ Cincinnati, Dept Environm Hlth, Cincinnati, OH 45267 USA.
语种:
英文
期刊:
BIOINFORMATICS
ISSN:
1367-4803
年:
2019
卷:
35
期:
7
页码:
1094-1097
基金类别:
National Institute of Environmental Health Sciences of the National Institutes of HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Environmental Health Sciences (NIEHS) [P30-ES006096]; NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCESUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Environmental Health Sciences (NIEHS) [P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, P30ES006096, R01ES028277, R01ES028277, P30ES006096, P30ES006096] Funding Source: NIH RePORTER
机构署名:
本校为其他机构
院系归属:
公共卫生学院
摘要:
MOTIVATION: Both beta-value and M-value have been used as metrics to measure methylation levels. The M-value is more statistically valid for the differential analysis of methylation levels. However, the beta-value is much more biologically interpretable and needs to be reported when M-value method is used for conducting differential methylation analysis. There is an urgent need to know how to interpret the degree of differential methylation from the M-value. In M-value linear regression model, differential methylation M-value DeltaM can be easily obtained from the coefficient estimate, but it ...

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