Methods for mediation analysis with high-dimensional DNA methylation data: Possible choices and comparisons.
Epigenetic researchers often evaluate DNA methylation as a potential mediator of the effect of social/environmental exposures on a health outcome. Modern statistical methods for jointly evaluating many mediators have not been widely adopted. We compare seven methods for high-dimensional mediation an...
Saved in:
| Main Authors: | Dylan Clark-Boucher, Xiang Zhou, Jiacong Du, Yongmei Liu, Belinda L Needham, Jennifer A Smith, Bhramar Mukherjee |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2023-11-01
|
| Series: | PLoS Genetics |
| Online Access: | https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1011022&type=printable |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Racial and ethnic differences in epigenetic aging: The National Health and Nutrition Examination Survey, 1999-2002.
by: Belinda L Needham, et al.
Published: (2025-01-01) -
Racial and ethnic differences in epigenetic aging: The National Health and Nutrition Examination Survey, 1999–2002
by: Belinda L. Needham, et al.
Published: (2025-01-01) -
Methods of DNa methylation analysis:possibilities and limitations of their application in oncology
by: N. A. Skryabin, et al.
Published: (2016-02-01) -
Epigenome-wide mediation analysis of the relationship between psychosocial stress and cardiometabolic risk factors in the Health and Retirement Study (HRS)
by: Lauren A. Opsasnick, et al.
Published: (2024-12-01) -
HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data
by: Chamila Perera, et al.
Published: (2022-07-01)