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

33d6df2f-acc4-4c91-b924-4fb2f519e8ed

e0110204-7788-5e77-ac5f-269c3b01ef59

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+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • WNT_BETA_CATENIN_SIGNALING+0.400
  • ANGIOGENESIS+0.300
  • COMPLEMENT+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • INTERFERON_ALPHA_RESPONSE+0.300
  • KRAS_SIGNALING_UP+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.600
  • MYC_TARGETS_V1-0.400
  • DNA_REPAIR-0.300
  • FATTY_ACID_METABOLISM-0.300
  • MTORC1_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • ADIPOGENESIS-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • GLYCOLYSIS-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.

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

#SampleCancer typeSubtypecos similarity
1SAMN03290911
melanoma-umap@29
0.902
20056507f-a296-4148-bc9f-a831249c7973
melanoma-umap@29
0.879
3SRR10842349
melanoma-umap@29
0.865
4cf9ea065-c101-48e2-a1ea-54eb01658eef
melanoma-umap@29
0.864
5MDT-AP-1128
medullo-epn-umap@date-based
MedMedulloblastoma0.846
6TCGA-56-8309-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.846
7X17a4d870.71ef.4580.91db.071219517f26
lung-landscapes@6
cohortSQ10.844
8MDT-AP-0390
medullo-epn-umap@date-based
MedMedulloblastoma0.843
9TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.841
106dfa748c-af43-469f-a98b-8472a4132739
melanoma-umap@29
0.838

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_REJECTION0.400Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.400Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered