Single cell RNA sequencing and its promise in reconstructing plant vascular cell lineages
A Rodriguez-Villalon, SM Brady - Current opinion in plant biology, 2019 - Elsevier
Highlights•Many new platforms for sequencing single cells have been developed.•Single
cell datasets reveal new cell types and developmental programs.•Index of Cell Identity …
cell datasets reveal new cell types and developmental programs.•Index of Cell Identity …
Status and potential of single‐cell transcriptomics for understanding plant development and functional biology
The advent of modern “omics” technologies (genomics, transcriptomics, proteomics, and
metabolomics) are attributed to innovative breakthroughs in genome sequencing …
metabolomics) are attributed to innovative breakthroughs in genome sequencing …
Identification of new marker genes from plant single‐cell RNA‐seq data using interpretable machine learning methods
An essential step in the analysis of single‐cell RNA sequencing data is to classify cells into
specific cell types using marker genes. In this study, we have developed a machine learning …
specific cell types using marker genes. In this study, we have developed a machine learning …
Developing machine learning tools to understand transcriptional regulation in plants
Q Song - 2019 - vtechworks.lib.vt.edu
Abiotic stresses constitute a major category of stresses that negatively impact plant growth
and development. It is important to understand how plants cope with environmental stresses …
and development. It is important to understand how plants cope with environmental stresses …