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

B7A23896-4182-48D3-A1D9-92C781BF283F

c168cfdc-608a-5c0b-9596-db8dcfbfc8fd

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
17.641261498028907
age_years
53
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

  • INTERFERON_ALPHA_RESPONSE+0.627
  • INTERFERON_GAMMA_RESPONSE+0.603
  • ALLOGRAFT_REJECTION+0.515
  • TNFA_SIGNALING_VIA_NFKB+0.513
  • IL6_JAK_STAT3_SIGNALING+0.512
  • ANGIOGENESIS+0.502
  • INFLAMMATORY_RESPONSE+0.481
  • APOPTOSIS+0.476
  • MTORC1_SIGNALING+0.468
  • E2F_TARGETS+0.451

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.360
  • SPERMATOGENESIS-0.298
  • MYOGENESIS-0.195
  • ESTROGEN_RESPONSE_EARLY-0.092
  • WNT_BETA_CATENIN_SIGNALING-0.085
  • HEDGEHOG_SIGNALING-0.075
  • PANCREAS_BETA_CELLS-0.043
  • ESTROGEN_RESPONSE_LATE-0.029
  • HEME_METABOLISM-0.005
  • APICAL_SURFACE+0.028

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
153B31ABD-AD68-4A44-A525-23FD413115D5
brain-umap@2
0.975
29BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.972
33027792F-79B6-4729-9452-C4A72A7C4686
brain-umap@2
0.970
4F9A39954-57EB-4A3F-97A0-1801B08BBD53
brain-umap@2
0.969
58B4E465B-0FD5-4154-824B-1E6B2656FD2F
brain-umap@2
0.969
67876A884-F031-42AB-ADC0-89589760FB6B
brain-umap@2
0.969
7SRR934897
brain-umap@2
0.968
8DF145DF3-D7FD-48C9-ADC8-0B8618DC65A8
brain-umap@2
0.968
9D8A3D7E7-BDC0-42FF-B451-E25F472E8612
brain-umap@2
0.967
10SRR934874
brain-umap@2
0.967

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.627Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.603Idelalisib— uncovered
ALLOGRAFT_REJECTION0.515Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.513Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.512Inavolisib— uncovered
ANGIOGENESIS0.502Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.481Idelalisib— uncovered
APOPTOSIS0.476Idelalisib— uncovered
MTORC1_SIGNALING0.468Inavolisib— uncovered
E2F_TARGETS0.451Inavolisib— uncovered
PROTEIN_SECRETION0.428Remibrutinib— uncovered
MYC_TARGETS_V10.409Inavolisib— uncovered
DNA_REPAIR0.401Idelalisib— uncovered
KRAS_SIGNALING_UP0.398Inavolisib— uncovered
G2M_CHECKPOINT0.396Inavolisib— uncovered
IL2_STAT5_SIGNALING0.389Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.387Inavolisib— uncovered
COMPLEMENT0.368Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.368Inavolisib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered