TFs Analyzed
23
Transcription factors profiled
Exploratory Modules Available
Analysis Results SP198
Published legacy analysis modules for the selected page.
๐ Species Level
No validated Atlas analysis release is published for this page.
Validated exploratory / stratified sample.
Artifact and provenance checks passed for the linked advanced-module package.
These tabs use a deterministic tissue x cell-type stratified sample
(n=1,465,
seed=20260808) and are descriptive cell-level analyses,
not donor-level inference. Cell communication, species-wide trajectory, and age association remain not computed.
Cell Communication
Not computed
TF Associations
Exploratory
Co-expression
Exploratory
Trajectory
Not computed
Marker Ranking
Exploratory
GO / KEGG
Not computed
ToppGene
Not computed
Motif
Not computed
Metabolism
Exploratory
Disease
Exploratory
Drug Analysis
Exploratory
Full Report
Exploratory TF-Target AssociationsPearson associations in the stratified sample; not causal regulatory inference
๐๏ธ
๐
TF-Target Pairs
420
Thresholded Pearson associations
Top TF Association Counts
BATF
41 associations
ESR1
20 associations
FOS
24 associations
KLF2
21 associations
LMX1A
15 associations
MEIS1
32 associations
RARA
23 associations
RUNX2
36 associations
RXRA
59 associations
ZEB2
86 associations
TF Activity Heatmap
Z-score normalized TF expression across cell populations.
Exploratory TF-Target Association Network
Pearson TF-target associations in the stratified sample; not a causal regulatory network.
Gene Co-expression NetworkExpression-correlation modules in the stratified sample; descriptive only
๐ฆ
Modules Identified
30
Co-expression gene modules
๐งฌ
Genes Analyzed
2,000
Highly variable genes
Module Dendrogram
Hierarchical clustering of expression correlations in the stratified sample.
Module-Cell Type Association
Module eigengene activity across cell types.
Descriptive Marker RankingCell-type marker ranking in sampled cells; not donor-level differential inference
๐
Ranked Marker Rows
463
Cell-level descriptive thresholds; no independent donor replicates
๐ท๏ธ
Cell Types Compared
5
Cell populations analyzed
Marker Ranking Volcano Plot
Cell-level descriptive marker ranking; not donor-level differential inference.
Marker Gene Heatmap
Z-score normalized expression of top marker genes per cell type.
๐ Top Marker Genes
| names | scores | logfoldchanges | pvals | pvals_adj | pct_nz_group | pct_nz_reference | cell_type |
|---|---|---|---|---|---|---|---|
| PROM1 | 15.5196 | 5.6386 | 0 | 0 | 0.6067 | 0.0506 | Elongated_spermatids |
| ARHGEF17 | 6.6254 | 5.4462 | 0 | 0 | 0.2567 | 0.0103 | Elongated_spermatids |
| HK2 | 19.1786 | 4.965 | 0 | 0 | 0.7967 | 0.2026 | Elongated_spermatids |
| YPEL4 | 9.82 | 4.7788 | 0 | 0 | 0.3933 | 0.0361 | Elongated_spermatids |
| MEX3B | 6.6843 | 4.7581 | 0 | 0 | 0.2667 | 0.0215 | Elongated_spermatids |
| GPC5 | 16.5218 | 4.7229 | 0 | 0 | 0.6767 | 0.1305 | Elongated_spermatids |
| FAM83G | 6.246 | 4.7032 | 0 | 0 | 0.25 | 0.0215 | Elongated_spermatids |
| EDIL3 | 7.4592 | 4.4038 | 0 | 0 | 0.3033 | 0.0318 | Elongated_spermatids |
| SLC7A8 | 8.9756 | 4.3952 | 0 | 0 | 0.3633 | 0.0369 | Elongated_spermatids |
| CTNND2 | 18.071 | 4.3932 | 0 | 0 | 0.7667 | 0.176 | Elongated_spermatids |
| EBF1 | 16.2839 | 9.0296 | 0 | 0 | 0.6415 | 0.0067 | Other_somatic |
| GRB14 | 15.7779 | 8.4606 | 0 | 0 | 0.6226 | 0.0067 | Other_somatic |
Showing top 12 rows
Metabolism AnalysisCurated metabolic gene-set expression scores; descriptive only
๐งช
Pathways Scored
12
Metabolic pathway gene sets tested
โ
Pathways Detected
10
Pathways with genes expressed in data
๐ท๏ธ
Cell Types Analyzed
5
Cell populations scored
Top Metabolic Pathways
Metabolic Pathway Heatmap
Curated metabolic gene-set expression scores across sampled cell types.
Top Metabolic Activities
Top pathway-cell type combinations ranked by activity score. Dot size: genes detected.
Disease AssociationCurated disease-gene set overlap; descriptive only
๐ฌ
Diseases Tested
15
Disease categories analyzed
โ
Significant Associations
4
Cell type-disease links (adj. p < 0.05)
Top Associated Diseases
Disease Association Heatmap
Curated disease-gene set overlap across sampled cell types; descriptive only.
Top Disease Associations
Dot size: overlap genes. Color: significance.
Drug Target AnalysisCurated drug-target expression matching; descriptive only
๐
Drugs Screened
18
Drug compounds evaluated
๐ฏ
Drugs with Targets
9
Drugs with target genes detected in data
๐ท๏ธ
Cell Types Analyzed
5
Cell populations scored
Top Associated Drugs
Drug Target Expression Heatmap
Curated drug-target expression scores across sampled cell types; descriptive only.
Top DrugโCell Type Associations
Dot size: % cells expressing targets. Color: number of targets detected.
๐ DrugโCell Type Scores
| drug | cell_type | category | indication | targets_detected | targets_total | mean_target_expr | pct_cells_expressing | deg_overlap | target_genes |
|---|---|---|---|---|---|---|---|---|---|
| Imatinib | Round_spermatids | Kinase inhibitor | CML / GIST | 3 | 5 | 0.0199 | 2.6667 | 0 | KIT,PDGFRB,CSF1R |
| Imatinib | Other_somatic | Kinase inhibitor | CML / GIST | 3 | 5 | 0.1349 | 15.4717 | 0 | KIT,PDGFRB,CSF1R |
| Imatinib | Elongated_spermatids | Kinase inhibitor | CML / GIST | 3 | 5 | 0.0053 | 0.6667 | 0 | KIT,PDGFRB,CSF1R |
| Imatinib | Spermatocytes | Kinase inhibitor | CML / GIST | 3 | 5 | 0.035 | 7 | 0 | KIT,PDGFRB,CSF1R |
| Imatinib | Spermatogonia | Kinase inhibitor | CML / GIST | 3 | 5 | 0.0214 | 4 | 0 | KIT,PDGFRB,CSF1R |
| Rituximab | Round_spermatids | mAb | Lymphoma / RA | 1 | 2 | 0 | 0 | 0 | MS4A1 |
| Rituximab | Other_somatic | mAb | Lymphoma / RA | 1 | 2 | 0 | 0 | 0 | MS4A1 |
| Rituximab | Elongated_spermatids | mAb | Lymphoma / RA | 1 | 2 | 0.0085 | 0.3333 | 0 | MS4A1 |
| Rituximab | Spermatocytes | mAb | Lymphoma / RA | 1 | 2 | 0 | 0 | 0 | MS4A1 |
| Rituximab | Spermatogonia | mAb | Lymphoma / RA | 1 | 2 | 0 | 0 | 0 | MS4A1 |
| Nivolumab | Round_spermatids | Checkpoint inhibitor | Cancer | 1 | 2 | 0.0736 | 3 | 0 | CD274 |
| Nivolumab | Other_somatic | Checkpoint inhibitor | Cancer | 1 | 2 | 0.0237 | 1.1321 | 0 | CD274 |
Showing top 12 rows ยท Download full table above
Exploratory Analysis FilesValidated module artifacts and individual downloads
Exploratory Result Files
Use the validated per-module links below. The general Atlas ZIP endpoint is not presented as containing this linked exploratory package.
Share Results
Use this permanent link to share these analysis results:
analysis.php?SP_ID=SP198
๐ Available Result Files
| Analysis | File | Type | Action |
|---|---|---|---|
| TF Associations | grn_tf_heatmap.png | Figure (PNG) | ๐ View |
| TF Associations | grn_network.png | Figure (PNG) | ๐ View |
| TF Associations | grn_tf_activity.csv | Data (CSV) | ๐ฅ Download |
| TF Associations | grn_tf_targets.csv | Data (CSV) | ๐ฅ Download |
| Co-expression | coexp_dendrogram.png | Figure (PNG) | ๐ View |
| Co-expression | coexp_module_heatmap.png | Figure (PNG) | ๐ View |
| Co-expression | coexp_modules.csv | Data (CSV) | ๐ฅ Download |
| Co-expression | coexp_eigengenes.csv | Data (CSV) | ๐ฅ Download |
| Marker Ranking | deg_volcano.png | Figure (PNG) | ๐ View |
| Marker Ranking | deg_marker_heatmap.png | Figure (PNG) | ๐ View |
| Marker Ranking | deg_top_markers.csv | Data (CSV) | ๐ฅ Download |
| Marker Ranking | deg_significant.csv | Data (CSV) | ๐ฅ Download |
| Marker Ranking | deg_all_results.csv | Data (CSV) | ๐ฅ Download |
| Metabolism | metabolism_heatmap.png | Figure (PNG) | ๐ View |
| Metabolism | metabolism_dotplot.png | Figure (PNG) | ๐ View |
| Metabolism | metabolism_scores.csv | Data (CSV) | ๐ฅ Download |
| Disease | disease_heatmap.png | Figure (PNG) | ๐ View |
| Disease | disease_dotplot.png | Figure (PNG) | ๐ View |
| Disease | disease_enrichment.csv | Data (CSV) | ๐ฅ Download |
| Drug Analysis | drug_heatmap.png | Figure (PNG) | ๐ View |
| Drug Analysis | drug_dotplot.png | Figure (PNG) | ๐ View |
| Drug Analysis | drug_scores.csv | Data (CSV) | ๐ฅ Download |
| Report | SP198_summary.json | Summary (JSON) | ๐ฅ Download |