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Latent Factor Modeling of scRNA-Seq Data Uncovers Dysregulated Pathways in Autoimmune Disease Patients

Latent factor modeling applied to single-cell RNA sequencing (scRNA-seq) data is a useful approach to discover gene signatures. However, it is often unclear what methods are best suited for specific tasks and how latent factors should be interpreted. Here, we compare four state-of-the-art methods an...

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Detalles Bibliográficos
Autores principales: Palla, Giovanni, Ferrero, Enrico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452208/
https://www.ncbi.nlm.nih.gov/pubmed/32853994
http://dx.doi.org/10.1016/j.isci.2020.101451

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