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

3711c9b4-a52b-4786-8bf8-5b6a59605c16

7d8d4d05-737a-5fab-b53e-b7228adb68ea

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+0.300
  • INTERFERON_ALPHA_RESPONSE+0.300
  • KRAS_SIGNALING_DN+0.300
  • ANGIOGENESIS+0.200
  • APICAL_SURFACE+0.200
  • ESTROGEN_RESPONSE_EARLY+0.200
  • ESTROGEN_RESPONSE_LATE+0.200
  • INTERFERON_GAMMA_RESPONSE+0.200
  • MYOGENESIS+0.200
  • ADIPOGENESIS+0.100

Top 10 suppressed

  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.300
  • MTORC1_SIGNALING-0.300
  • NOTCH_SIGNALING-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • DNA_REPAIR-0.200
  • HYPOXIA-0.200

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG585
mng-umap@100
0.696
2SRR2932812
head-neck@1
0.689
3TCGA-97-A4M5-01A-11R-A24X-07
lung-landscapes@6
cohortA10.687
4SRR614155
brain-umap@2
GTEX0.670
5SRR598276
brain-umap@2
GTEX0.664
6SRR1476186
brain-umap@2
GTEX0.663
7MNG7
mng-umap@100
0.657
8BS_0BXY0F9N
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.654
9BS_BPSTSCBJ
brain-umap@2
pilocytic astrocytoma0.653
10SRR1476279
brain-umap@2
GTEX0.652

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered