Cargando…
MCProj: metacell projection for interpretable and quantitative use of transcriptional atlases
We describe MCProj—an algorithm for analyzing query scRNA-seq data by projections over reference single-cell atlases. We represent the reference as a manifold of annotated metacell gene expression distributions. We then interpret query metacells as mixtures of atlas distributions while correcting fo...
Autores principales: | Ben-Kiki, Oren, Bercovich, Akhiad, Lifshitz, Aviezer, Raz, Ofir, Brook, Dror, Tanay, Amos |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10552220/ https://www.ncbi.nlm.nih.gov/pubmed/37798781 http://dx.doi.org/10.1186/s13059-023-03069-7 |
Ejemplares similares
-
Metacell-2: a divide-and-conquer metacell algorithm for scalable scRNA-seq analysis
por: Ben-Kiki, Oren, et al.
Publicado: (2022) -
MetaCell: analysis of single-cell RNA-seq data using K-nn graph partitions
por: Baran, Yael, et al.
Publicado: (2019) -
Single-cell analysis of clonal maintenance of transcriptional and epigenetic states in cancer cells
por: Meir, Zohar, et al.
Publicado: (2020) -
Metacells untangle large and complex single-cell transcriptome networks
por: Bilous, Mariia, et al.
Publicado: (2022) -
Enrichment of circulating trophoblasts from maternal blood using filtration-based Metacell® technology
por: Weymaere, Jana, et al.
Publicado: (2022)