Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

MNG1075

d1d96986-aab4-5500-ab20-7e74b88a3b73

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.545
  • NOTCH_SIGNALING+0.227
  • ADIPOGENESIS+0.218
  • FATTY_ACID_METABOLISM+0.176
  • MYOGENESIS+0.173
  • ANGIOGENESIS+0.152
  • GLYCOLYSIS+0.138
  • IL6_JAK_STAT3_SIGNALING+0.137
  • APICAL_SURFACE+0.136
  • COAGULATION+0.130

Top 10 suppressed

  • E2F_TARGETS-0.477
  • G2M_CHECKPOINT-0.412
  • MYC_TARGETS_V1-0.307
  • APOPTOSIS-0.285
  • UV_RESPONSE_DN-0.262
  • MYC_TARGETS_V2-0.247
  • MITOTIC_SPINDLE-0.239
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.218
  • INTERFERON_ALPHA_RESPONSE-0.205
  • PROTEIN_SECRETION-0.199

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG367
mng-umap@100
0.702
2TCGA-KQ-A41P-01A-12R-A33J-07
bladder-landscape@3
0.701
3MNG877
mng-umap@100
0.695
4MNG756
mng-umap@100
0.687
5MNG62
mng-umap@100
0.681
6TCGA-49-4510-01A-01R-1206-07
lung-landscapes@6
cohortA20.678
7TCGA-OR-A5JD-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Oncocytic Type0.678
8s0094283
melanoma-umap@29
0.677
9SRR5088845
melanoma-umap@29
0.671
106a2c6371-d8c6-4ca0-9a25-da16ed281d60
melanoma-umap@29
0.671

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 20 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.545Remibrutinib— uncovered
NOTCH_SIGNALING0.227Inavolisib— uncovered
ADIPOGENESIS0.218Inavolisib— uncovered
FATTY_ACID_METABOLISM0.176Inavolisib— uncovered
MYOGENESIS0.173Inavolisib— uncovered
ANGIOGENESIS0.152Remibrutinib— uncovered
GLYCOLYSIS0.138Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.137Inavolisib— uncovered
APICAL_SURFACE0.136Temsirolimus— uncovered
COAGULATION0.130Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.104Idelalisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
HYPOXIA0.097Idelalisib— uncovered
KRAS_SIGNALING_UP0.077Inavolisib— uncovered
ALLOGRAFT_REJECTION0.076Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.064Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.054Inavolisib— uncovered
COMPLEMENT0.042Inavolisib— uncovered
APICAL_JUNCTION0.041Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.004Remibrutinib— uncovered