Diffusion pseudotime robustly reconstructs lineage branching.
Nat Methods
; 13(10): 845-8, 2016 10.
Article
em En
| MEDLINE
| ID: mdl-27571553
The temporal order of differentiating cells is intrinsically encoded in their single-cell expression profiles. We describe an efficient way to robustly estimate this order according to diffusion pseudotime (DPT), which measures transitions between cells using diffusion-like random walks. Our DPT software implementations make it possible to reconstruct the developmental progression of cells and identify transient or metastable states, branching decisions and differentiation endpoints.
Texto completo:
1
Base de dados:
MEDLINE
Assunto principal:
Diferenciação Celular
/
Modelos Estatísticos
/
Linhagem da Célula
/
Análise de Célula Única
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Sequenciamento de Nucleotídeos em Larga Escala
/
Modelos Genéticos
Tipo de estudo:
Prognostic_studies
/
Risk_factors_studies
Limite:
Animals
Idioma:
En
Ano de publicação:
2016
Tipo de documento:
Article