Profiling Cellular Ecosystems at Single-Cell Resolution and at Scale with EcoTyper.
Methods Mol Biol
; 2629: 43-71, 2023.
Article
en En
| MEDLINE
| ID: mdl-36929073
Tissues are composed of diverse cell types and cellular states that organize into distinct ecosystems with specialized functions. EcoTyper is a collection of machine learning tools for the large-scale delineation of cellular ecosystems and their constituent cell states from bulk, single-cell, and spatially resolved gene expression data. In this chapter, we provide a primer on EcoTyper and demonstrate its use for the discovery and recovery of cell states and ecosystems from healthy and diseased tissue specimens.
Palabras clave
Texto completo:
1
Colección:
01-internacional
Base de datos:
MEDLINE
Asunto principal:
Estado de Salud
/
Ecosistema
Aspecto:
Determinantes_sociais_saude
/
Patient_preference
Idioma:
En
Revista:
Methods Mol Biol
Asunto de la revista:
BIOLOGIA MOLECULAR
Año:
2023
Tipo del documento:
Article
País de afiliación:
Estados Unidos