Single-cell RNA-seq Analysis
Explore gene expression patterns at single-cell resolution across various cassava tissues
Single-cell RNA Sequencing Analysis
Analysis Parameters
Dataset Overview
Cassava Tuberous Root scRNA-seq Atlas
Two developmental stages (S1, S2)
Reference: Song et al., 2023
Total Cells:
-
Cell Types:
-
Technology:
10x Genomics
Selected Gene:
-
Gene Search
Search
Visualization Type
🔍 Cell Type Overview
📍 Feature Plot (Gene Expression in UMAP)
🎻 Violin Plot (Expression Distribution)
🔥 Heatmap (Multi-gene Expression)
⏰ Pseudotime Trajectory
📊 S1 vs S2 Stage Comparison
🏷️ Cell Type Annotation & Markers
Cell Type Information
Identified Cell Types (28 clusters)
Vascular Bundle
IPAP (Initial Procambial Cells)
Xylem
Endodermis
Exodermis
Phloem
Meristem
Pericycle
Procambium
Trichoblast
Cortex
Epidermis
Columella
Metaxylem
Casparian Strip
Rare
Key Research Findings
Differentiation Trajectory:
Identified vascular and cortical tissue development pathways
Rare Cell Discovery:
Found Casparian strip cells through pseudotime analysis
Developmental Stages:
S1 and S2 stages showing distinct expression patterns
Technical Innovation:
Novel protoplast isolation for starch-rich organs
Visualization Results
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🔍 UMAP visualization showing 28 cell clusters from cassava tuberous roots, colored by authentic cell types (IPAP, xylem, endodermis, phloem, etc.)