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

5a674268-79a8-4a30-a6db-a4fd0b83e208

99830e34-11b1-5a33-96ad-6de4e8a5969c

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

  • ALLOGRAFT_REJECTION+0.500
  • COAGULATION+0.500
  • IL6_JAK_STAT3_SIGNALING+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • COMPLEMENT+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • IL2_STAT5_SIGNALING+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.400
  • MITOTIC_SPINDLE-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • ADIPOGENESIS-0.200
  • DNA_REPAIR-0.200
  • FATTY_ACID_METABOLISM-0.200
  • MYC_TARGETS_V1-0.200
  • UV_RESPONSE_DN-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.100

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR597977
brain-umap@2
GTEX0.906
2MDT-AP-0363
medullo-epn-umap@date-based
MedMedulloblastoma0.896
3SRR601755
brain-umap@2
GTEX0.890
4SRR1382532
brain-umap@2
GTEX0.890
5TCGA-77-8131-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.889
6SRR1469495
brain-umap@2
GTEX0.889
7MNG663
mng-umap@100
0.883
8BS_HJRTC9JQ
brain-umap@2
high-grade glioma0.877
9MDT-AP-2621
medullo-epn-umap@date-based
MedMedulloblastoma0.871
10s0122149
melanoma-umap@29
0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
COAGULATION0.500Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered