Article

multiMiAT: An optimal microbiome-based association test for multicategory phenotypes

2022-07-02

Abstract excerpt

Microbes affect the metabolism, immunity, digestion and other aspects of the human body incessantly, and dysbiosis of the microbiome drives not only the occurrence but also the development of disease (i.e., multiple statuses of disease). Recently, microbiome-based association tests have been widely developed to detect the association between the microbiome and host phenotype. However, existing methods have not ach...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b22af096-7c28-5061-9949-6f7b00b98e73
DOI: 10.1101/2022.06.28.497893

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

multiMiAT: An optimal microbiome-based association test for multicategory phenotypesDOI 10.1101/2022.06.28.497893Read

multiMiAT: an optimal microbiome-based association test for multicategory phenotypes.Semantic proximity Read

A small-sample multivariate kernel machine test for microbiome association studies.Semantic proximity Read

Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test.Semantic proximity Read

Faecal microbiome-based machine learning for multi-class disease diagnosisSemantic proximity Read

MaAsLin 3: Refining and extending generalized multivariable linear models for meta-omic association discoverySemantic proximity Read

Polygenic Risk Links to the Gut Microbiome: The MAGI CatalogSemantic proximity Read

MifRix: An Integrated microbiome framework for predicting generic and disease-specific risks investigating inter-disease diagnostic cross-talks and intra-disease signature variabilitySemantic proximity Read

Multivariable Association Discovery in Population-scale Meta-omics StudiesSemantic proximity Read

A highly adaptive microbiome-based association test for survival traits.Semantic proximity Read

MicrobiomeGWAS: A Tool for Identifying Host Genetic Variants Associated with Microbiome Composition.Semantic proximity Read

MicrobiomeGWAS: a tool for identifying host genetic variants associated with microbiome compositionSemantic proximity Read

Taxonomic-free metagenome GWAS to identify gut microbiome functions influencing host phenotypesSemantic proximity Read