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Reconstructing clonal tree for phylo-phenotypic characterization of cancer using single-cell transcriptomics

Authors :
Seong-Hwan Jun
Hosein Toosi
Jeff Mold
Camilla Engblom
Xinsong Chen
Ciara O’Flanagan
Michael Hagemann-Jensen
Rickard Sandberg
Samuel Aparicio
Johan Hartman
Andrew Roth
Jens Lagergren
Source :
Nature Communications, Vol 14, Iss 1, Pp 1-16 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

The functional changes of individual clones in single cell RNA sequencing (scRNA-seq) data remain elusive. Here, the authors develop PhylEx that integrates bulk genomics data with co-occurrences of mutations revealed by scRNA-seq data and apply it to high-grade serous ovarian cancer cell line and breast cancer datasets.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.1cd68e5449d54c9e97536f3ffe9bb578
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-023-36202-y