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

2833b2f4-e943-4570-96c2-a42c127cd1fa

62a4db7f-fc77-5977-8c79-cd278dd6af7d

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+0.600
  • INTERFERON_ALPHA_RESPONSE+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • IL6_JAK_STAT3_SIGNALING+0.500
  • INFLAMMATORY_RESPONSE+0.500
  • IL2_STAT5_SIGNALING+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • COMPLEMENT+0.300
  • HEDGEHOG_SIGNALING+0.300
  • KRAS_SIGNALING_UP+0.300

Top 10 suppressed

  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MYC_TARGETS_V2-0.500
  • MYC_TARGETS_V1-0.400
  • DNA_REPAIR-0.300
  • FATTY_ACID_METABOLISM-0.200
  • MITOTIC_SPINDLE-0.200
  • OXIDATIVE_PHOSPHORYLATION-0.100
  • SPERMATOGENESIS-0.100
  • UNFOLDED_PROTEIN_RESPONSE-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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
174cffe84-dca8-4673-925a-9e0d6344832a
melanoma-umap@29
0.902
2bd09bf00-3fb3-41fc-ae4d-4ac68a925a6b
melanoma-umap@29
0.896
3BS_55JW3HFM
brain-umap@2
Ganglioglioma0.892
4311f1988-e21e-4130-b944-2a34d7d46d28
melanoma-umap@29
0.889
5BS_KX6J8TRK
brain-umap@2
pilocytic astrocytoma0.889
6SRR5088825
melanoma-umap@29
0.883
7SJBT031351_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.881
820060029.TNBC
breast-umap@18
D0.875
9BS_PK18H7E7
brain-umap@2
low-grade glioma0.874
10BS_52426AMF
brain-umap@2
low-grade glioma0.873

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered