A robust and transformation-free joint model with matching and regularization for metagenomic trajectory and disease onset.

Li, Qian; Vehik, Kendra; Li, Cai; Triplett, Eric; Roesch, Luiz; Hu, Yi-Juan; Krischer, Jeffrey

Li, Qian; Vehik, Kendra; Li, Cai; Triplett, Eric; Roesch, Luiz; Hu, Yi-Juan; Krischer, Jeffrey.

Afiliación

Li Q; Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, 38105, TN, USA. qian.li@stjude.org.
Vehik K; Health Informatics Institute, University of South Florida, Tampa, 33620, FL, USA.
Li C; Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, 38105, TN, USA.
Triplett E; Department of Microbiology and Cell Science, University of Florida, Gainesville, 32611, FL, USA.
Roesch L; Department of Microbiology and Cell Science, University of Florida, Gainesville, 32611, FL, USA.
Hu YJ; Department of Biostatistics and Bioinformatics, Emory University, Atlanta, 30322, GA, USA.
Krischer J; Health Informatics Institute, University of South Florida, Tampa, 33620, FL, USA.

BMC Genomics ; 23(1): 661, 2022 Sep 19.

Article en En | MEDLINE | ID: mdl-36123651

Asunto(s)

Metagenoma; Microbiota; Estudios de Cohortes; Heces; Humanos; Metagenómica

Palabras clave

Compositional data; Joint model; Metagenomic trajectory; Pseudo biomarker; Zero-inflated

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Metagenoma / Microbiota Tipo de estudio: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: BMC Genomics Asunto de la revista: GENETICA Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google