The Drosophila wing disc has been a fundamental model system for the discovery of key signaling pathways and for our understanding of developmental processes. However, a complete map of gene expression in this tissue is lacking. To obtain a gene expression atlas in the wing disc, we employed single cell RNA sequencing (scRNA-seq) and developed a method for analyzing scRNA-seq data based on gene expression correlations rather than cell mapping. This enables us to compute expression maps for all detected genes in the wing disc and to discover 824 genes with spatially restricted expression patterns. This approach identifies clusters of genes with similar expression patterns and functional relevance. As proof of concept, we characterize the previously unstudied gene CG5151 and show that it regulates Wnt signaling. Our method will enable the leveraging of scRNA-seq data for generating expression atlases of undifferentiated tissues during development.
机构:
Univ Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USAUniv Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
Wang, Shue
Riahi, Reza
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Harvard MIT Hlth Sci & Technol, Cambridge, MA 02139 USA
Harvard Univ, Sch Med, Cambridge, MA 02139 USAUniv Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
机构:
Univ Arizona, Dept Pharmacol & Toxicol, Tucson, AZ 85724 USAUniv Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
Zhang, Donna D.
Wong, Pak Kin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
Penn State Univ, Dept Biomed Engn, University Pk, PA 16802 USA
Penn State Univ, Dept Mech & Nucl Engn, University Pk, PA 16802 USAUniv Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA