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

R344

8b65374a-1afa-5d6c-95fc-7336f88e7a0c

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
overall_survival_months
92
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.520
  • PANCREAS_BETA_CELLS+0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.450
  • INFLAMMATORY_RESPONSE+0.420
  • KRAS_SIGNALING_DN+0.340
  • TNFA_SIGNALING_VIA_NFKB+0.340
  • IL6_JAK_STAT3_SIGNALING+0.330
  • KRAS_SIGNALING_UP+0.330
  • ALLOGRAFT_REJECTION+0.300
  • COAGULATION+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.580
  • OXIDATIVE_PHOSPHORYLATION-0.560
  • PROTEIN_SECRETION-0.470
  • MYC_TARGETS_V1-0.460
  • DNA_REPAIR-0.400
  • NOTCH_SIGNALING-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.350
  • MITOTIC_SPINDLE-0.320
  • FATTY_ACID_METABOLISM-0.290
  • PEROXISOME-0.290

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR1358561
brain-umap@2
GTEX0.922
2BS_HHPA8NJ2
medullo-epn-umap@date-based
MedMedulloblastoma0.921
3SRR1414424
brain-umap@2
GTEX0.913
4SRR1322456
brain-umap@2
GTEX0.912
5MNG272
mng-umap@100
0.912
6SRR602271
brain-umap@2
GTEX0.908
7MNG1146
mng-umap@100
0.908
8SRR607445
brain-umap@2
GTEX0.906
9SRR1378841
brain-umap@2
GTEX0.900
10SRR1362464
brain-umap@2
GTEX0.900

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 22 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.520Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.520Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.450Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
KRAS_SIGNALING_DN0.340Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.340Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.330Inavolisib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
COAGULATION0.300Binimetinib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered
COMPLEMENT0.230Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.230Idelalisib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
HYPOXIA0.140Idelalisib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.110Inavolisib— uncovered