Analysis Complete

Analysis Results sys06tis01

Published legacy analysis modules for the selected page.

Species: SP239

Tissue: sys06tis01

Generated: 2026-08-07 23:48

Modules: 5

📊 Tissue Level

📡

2,561

Cell Interactions

🧬

110

TF-Target Pairs

📊

1,088

Significant DEGs

🎯

GO Terms

🛤️

KEGG Pathways

🔗

Co-exp Modules

⚗️

—

Metab. Pathways

🏥

Disease Links

💊

—

Drugs Matched

📡 Cell Communication ✓ 🧬 GRN Analysis ✓ 🔗 Co-expression ✓ 🔀 Trajectory Not computed 📊 DEG Analysis ✓ 🎯 GO / KEGG Not computed 🧪 ToppGene Not computed 🔠 Motif Not computed ⚗️ Metabolism Not computed 🏥 Disease ✓ 💊 Drug Analysis Not computed 📄 Full Report

📡

Cell-Cell CommunicationLigand-Receptor Interaction Analysis via CellChat / CellPhoneDB

🔢

Total Interactions

2,561

Significant ligand-receptor pairs

🛤️

Signaling Pathways

Unique pathways detected

📤

Top Sender

Macrophages

Most active signaling cell type

📥

Top Receiver

Sertoli cells

Most active receiving cell type

Communication Heatmap

Overall interaction strength between cell types. Rows = sender, columns = receiver.

🔍 Full Size

Communication Network

Network visualization of top 50 cell-cell interactions. Node size = connectivity degree.

🔍 Full Size

Signaling Pathway Activity

Top signaling pathways ranked by total communication score.

🔍 Full Size

📋 Top Ligand-Receptor Interactions

📥 All Interactions 📥 Pathway Summary

source	target	ligand	receptor	pathway	ligand_expr	receptor_expr	score
Spermatids	Spermatids	TGFB1	TGFBR1	TGFb	0.0112	0.2306	0.0026
Spermatids	Spermatozoa	TGFB1	TGFBR1	TGFb	0.0112	0.0848	0.001
Spermatids	Leydig cells	TGFB1	TGFBR1	TGFb	0.0112	0.5416	0.0061
Spermatids	Peritubular myoid cells	TGFB1	TGFBR1	TGFb	0.0112	0.1333	0.0015
Spermatids	Spermatogonia	TGFB1	TGFBR1	TGFb	0.0112	0.2254	0.0025
Spermatids	Macrophages	TGFB1	TGFBR1	TGFb	0.0112	0.0713	0.0008
Spermatids	Sertoli cells	TGFB1	TGFBR1	TGFb	0.0112	0.1968	0.0022
Spermatids	Spermatocytes	TGFB1	TGFBR1	TGFb	0.0112	0.2007	0.0022
Spermatids	Endothelial cells	TGFB1	TGFBR1	TGFb	0.0112	0.1259	0.0014
Spermatids	Fibroblasts	TGFB1	TGFBR1	TGFb	0.0112	0.1482	0.0017
Spermatids	Efferent ductule epithelial cells	TGFB1	TGFBR1	TGFb	0.0112	0.199	0.0022
Spermatozoa	Spermatids	TGFB1	TGFBR1	TGFb	0.0215	0.2306	0.005

Showing top 12 rows · Download full table above

🧬

Gene Regulatory NetworkTranscription Factor Activity & TF-Target Inference (pySCENIC / DoRothEA)

🎛️

TFs Analyzed

Transcription factors profiled

🔗

TF-Target Pairs

110

Significant regulatory relationships

Top Regulatory TFs

GATA4 40 targets

RUNX2 31 targets

SOX9 21 targets

STAT3 6 targets

CEBPB 5 targets

RUNX1 3 targets

RB1 2 targets

TP53 1 targets

JUN 1 targets

TF Activity Heatmap

Z-score normalized TF expression across cell populations.

🔍 Full Size 📥 TF Activity 📥 TF-Target Pairs

Gene Regulatory Network

Red nodes: TFs. Blue: targets. Green edge: activation. Red edge: repression.

🔍 Full Size 📥 TF Activity 📥 TF-Target Pairs

🔗

Gene Co-expression NetworkWGCNA-style Module Analysis (hdWGCNA)

📦

Modules Identified

Co-expression gene modules

🧬

Genes Analyzed

2,000

Highly variable genes

Module Dendrogram

Hierarchical clustering of co-expression modules based on topological overlap.

🔍 Full Size 📥 Gene Modules 📥 Eigengenes

Module-Cell Type Association

Module eigengene activity across cell types.

🔍 Full Size 📥 Gene Modules 📥 Eigengenes

📊

Differential ExpressionCell Type Marker Genes (Wilcoxon / MAST)

📈

Significant DEGs

1,088

Genes passing adj. p < 0.05 & |log2FC| > 0.5

🏷️

Cell Types Compared

Cell populations analyzed

Volcano Plot

Log2 fold change vs significance. Red: up-regulated. Blue: down-regulated.

Marker Gene Heatmap

Z-score normalized expression of top marker genes per cell type.

📋 Top Marker Genes

📥 Top Markers 📥 All Significant DEGs 📥 Full DEG Results

names	scores	logfoldchanges	pvals_adj	pct_nz_group	pct_nz_reference	cell_type
PAX8	10.5611	8.3648	0	0.4107	0.0034	Efferent ductule epithelial cells
KCTD18	10.4468	5.6192	0	0.4286	0.0402	Efferent ductule epithelial cells
FERMT1	6.8441	5.3377	0	0.2768	0.0151	Efferent ductule epithelial cells
CD74	4.4158	4.9417	0.0003	0.1786	0.0082	Efferent ductule epithelial cells
IL1RAPL2	11.7903	4.6748	0	0.5	0.0786	Efferent ductule epithelial cells
PKHD1	7.8442	4.5307	0	0.3348	0.044	Efferent ductule epithelial cells
ADGRG2	6.402	4.3956	0	0.2723	0.0312	Efferent ductule epithelial cells
CDKL1	6.907	4.1073	0	0.2991	0.0415	Efferent ductule epithelial cells
SLC44A3	8.4032	4.0947	0	0.3616	0.0488	Efferent ductule epithelial cells
GLDC	8.4411	4.0624	0	0.375	0.0718	Efferent ductule epithelial cells
EMCN	11.4302	8.0969	0	0.5355	0.0077	Endothelial cells
RAMP2	9.0759	7.6824	0	0.4258	0.0063	Endothelial cells

Showing top 12 rows

🏥

Disease AssociationDisease Gene Enrichment (scDRS / DisGeNET / OMIM / ToppGene)

🔬

Diseases Tested

Disease categories analyzed

✅

Significant Associations

Cell type-disease links (adj. p < 0.05)

Top Associated Diseases

Autism spectrum disorder Asthma Cardiovascular disease Parkinson disease Breast cancer

Disease Association Heatmap

-Log10(P-value) of disease gene enrichment per cell type.

Top Disease Associations

Dot size: overlap genes. Color: significance.

📥 Disease Enrichment Data

📄

Full Analysis ReportComprehensive Summary & Downloads

📊

Interactive HTML Report

Complete analysis report with all figures, key findings, and data summaries in a standalone HTML page.

📄 Open Report

📦

Download All Results

Download all analysis results including CSV data, PNG figures, and JSON summaries as a compressed archive.

📥 Download ZIP

🔗

Share Results

Use this permanent link to share these analysis results:


                analysis.php?SP_ID=SP239&tisID=sys06tis01

📁 Available Result Files

Analysis	File	Type	Action
Cell Communication	cellchat_heatmap.png	Figure (PNG)	🔍 View
Cell Communication	cellchat_network.png	Figure (PNG)	🔍 View
Cell Communication	cellchat_pathway_dotplot.png	Figure (PNG)	🔍 View
Cell Communication	cellchat_interactions.csv	Data (CSV)	📥 Download
Cell Communication	cellchat_pathway_summary.csv	Data (CSV)	📥 Download
GRN Analysis	grn_tf_heatmap.png	Figure (PNG)	🔍 View
GRN Analysis	grn_network.png	Figure (PNG)	🔍 View
GRN Analysis	grn_tf_activity.csv	Data (CSV)	📥 Download
GRN Analysis	grn_tf_targets.csv	Data (CSV)	📥 Download
Co-expression	coexp_dendrogram.png	Figure (PNG)	🔍 View
Co-expression	coexp_module_heatmap.png	Figure (PNG)	🔍 View
Co-expression	coexp_modules.csv	Data (CSV)	📥 Download
Co-expression	coexp_eigengenes.csv	Data (CSV)	📥 Download
DEG Analysis	deg_volcano.png	Figure (PNG)	🔍 View
DEG Analysis	deg_marker_heatmap.png	Figure (PNG)	🔍 View
DEG Analysis	deg_top_markers.csv	Data (CSV)	📥 Download
DEG Analysis	deg_significant.csv	Data (CSV)	📥 Download
DEG Analysis	deg_all_results.csv	Data (CSV)	📥 Download
Disease	disease_heatmap.png	Figure (PNG)	🔍 View
Disease	disease_dotplot.png	Figure (PNG)	🔍 View
Disease	disease_enrichment.csv	Data (CSV)	📥 Download
Report	sys06tis01_analysis_report.html	Report (HTML)	📄 Open
Report	sys06tis01_summary.json	Summary (JSON)	📥 Download