Unknown

Dataset Information

0

Cell types of origin of the cell-free transcriptome.


ABSTRACT: Cell-free RNA from liquid biopsies can be analyzed to determine disease tissue of origin. We extend this concept to identify cell types of origin using the Tabula Sapiens transcriptomic cell atlas as well as individual tissue transcriptomic cell atlases in combination with the Human Protein Atlas RNA consensus dataset. We define cell type signature scores, which allow the inference of cell types that contribute to cell-free RNA for a variety of diseases.

SUBMITTER: Vorperian SK 

PROVIDER: S-EPMC9200634 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature

altmetric image

Publications

Cell types of origin of the cell-free transcriptome.

Vorperian Sevahn K SK   Moufarrej Mira N MN   Quake Stephen R SR  

Nature biotechnology 20220207 6


Cell-free RNA from liquid biopsies can be analyzed to determine disease tissue of origin. We extend this concept to identify cell types of origin using the Tabula Sapiens transcriptomic cell atlas as well as individual tissue transcriptomic cell atlases in combination with the Human Protein Atlas RNA consensus dataset. We define cell type signature scores, which allow the inference of cell types that contribute to cell-free RNA for a variety of diseases. ...[more]

Similar Datasets

| S-EPMC6758921 | biostudies-literature
| S-EPMC6770594 | biostudies-literature
| S-EPMC9545966 | biostudies-literature
| S-EPMC8192952 | biostudies-literature
| S-EPMC9746914 | biostudies-literature
| S-EPMC9992843 | biostudies-literature
| S-EPMC8353442 | biostudies-literature
| S-EPMC1218228 | biostudies-other
| S-EPMC10376459 | biostudies-literature
| S-EPMC8729851 | biostudies-literature