User: Guest  Login
Title:

CorDiffViz: an R package for visualizing multi-omics differential correlation networks

Document type:
Zeitschriftenaufsatz
Author(s):
Yu, Shiqing; Drton, Mathias; Promislow, Daniel E. L.; Shojaie, Ali
Abstract:
Background: Differential correlation networks are increasingly used to delineate changes in interactions among biomolecules. They characterize differences between omics networks under two different conditions, and can be used to delineate mechanisms of disease initiation and progression. Results: We present a new R package, CorDiffViz, that facilitates the estimation and visualization of differential correlation networks using multiple correlation meas-ures and inference methods. The softwar...     »
Keywords:
Correlation networks, Data integration, Differential correlations, Omics, Undirected graphs, Visualization
Dewey Decimal Classification:
510 Mathematik
Journal title:
BMC Bioinformatics
Year:
2021
Journal volume:
22
Year / month:
2021-10
Quarter:
3. Quartal
Month:
Oct
Journal issue:
1
Pages contribution:
1-12
Language:
en
Fulltext / DOI:
doi:10.1186/s12859-021-04383-2
WWW:
BMC Bioinformatics
Publisher:
Springer Science and Business Media LLC
E-ISSN:
1471-2105
Status:
Verlagsversion / published
Date of publication:
09.10.2021
Semester:
WS 21-22
TUM Institution:
Lehrstuhl für Mathematische Statistik
Format:
Text
 BibTeX