Package: magrene 1.9.0

Fabrício Almeida-Silva

magrene: Motif Analysis In Gene Regulatory Networks

magrene allows the identification and analysis of graph motifs in (duplicated) gene regulatory networks (GRNs), including lambda, V, PPI V, delta, and bifan motifs. GRNs can be tested for motif enrichment by comparing motif frequencies to a null distribution generated from degree-preserving simulated GRNs. Motif frequencies can be analyzed in the context of gene duplications to explore the impact of small-scale and whole-genome duplications on gene regulatory networks. Finally, users can calculate interaction similarity for gene pairs based on the Sorensen-Dice similarity index.

Authors:Fabrício Almeida-Silva [aut, cre], Yves Van de Peer [aut]

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NEWS

# Install 'magrene' in R:
install.packages('magrene', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/almeidasilvaf/magrene/issues

Datasets:
  • gma_grn - Sample soybean GRN
  • gma_paralogs - Soybean (Glycine max) duplicated genes
  • gma_ppi - Sample soybean PPI network
  • nulls - Null distribution of motif frequencies for vignette data set

On BioConductor:magrene-1.9.0(bioc 3.21)magrene-1.8.0(bioc 3.20)

softwaremotifdiscoverynetworkenrichmentsystemsbiologygraphandnetworkgene-regulatory-networkmotif-analysisnetwork-motifsnetwork-science

4.00 score 1 stars 2 scripts 149 downloads 8 exports 9 dependencies

Last updated 23 days agofrom:99513a8f0c. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 18 2024
R-4.5-winNOTENov 18 2024
R-4.5-linuxNOTENov 18 2024
R-4.4-winNOTENov 18 2024
R-4.4-macNOTENov 18 2024
R-4.3-winOKNov 18 2024
R-4.3-macOKNov 18 2024

Exports:calculate_Zfind_bifanfind_deltafind_lambdafind_ppi_vfind_vgenerate_nullssd_similarity

Dependencies:BHBiocParallelcodetoolscpp11formatRfutile.loggerfutile.optionslambda.rsnow

Introduction to magrene

Rendered frommagrene.Rmdusingknitr::rmarkdownon Nov 18 2024.

Last update: 2022-08-26
Started: 2022-01-21