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GraphDDP: a graph-embedding approach to detect differentiation pathways in single-cell-data using prior class knowledge

Cell types can be characterized by expression profiles derived from single-cell RNA-seq. Subpopulations are identified via clustering, yielding intuitive outcomes that can be validated by marker genes. Clustering, however, implies a discretization that cannot capture the continuous nature of differe...

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Detalles Bibliográficos
Autores principales: Costa, Fabrizio, Grün, Dominic, Backofen, Rolf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6134144/
https://www.ncbi.nlm.nih.gov/pubmed/30206223
http://dx.doi.org/10.1038/s41467-018-05988-7