SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data.
Bioinformatics
; 40(1)2024 01 02.
Article
en En
| MEDLINE
| ID: mdl-38134422
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.
Texto completo:
1
Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Programas Informáticos
/
Microbiota
Límite:
Humans
Idioma:
En
Revista:
Bioinformatics
Asunto de la revista:
INFORMATICA MEDICA
Año:
2024
Tipo del documento:
Article
País de afiliación:
Estados Unidos