SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data.

ABSTRACT:

Summary

The SOHPIE R package implements a novel functionality for "multivariable" differential co-abundance network (DN, hereafter) analyses of microbiome data. It incorporates a regression approach that adjusts for additional covariates for DN analyses. This distinguishes from previous prominent approaches in DN analyses such as MDiNE and NetCoMi which do not feature a covariate adjustment of finding taxa that are differentially connected (DC, hereafter) between individuals with different clinical and phenotypic characteristics.

Availability and implementation

SOHPIE with a vignette is available on CRAN repository https://CRAN.R-project.org/package=SOHPIE and published under General Public License (GPL) version 3 license.

SUBMITTER: Ahn S 

PROVIDER: S-EPMC10807904 | biostudies-literature | 2024 Jan

REPOSITORIES: biostudies-literature