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

R170

3bffac54-d6d8-5181-9401-e841a10f26c6

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

  • ANGIOGENESIS+0.420
  • COAGULATION+0.420
  • INFLAMMATORY_RESPONSE+0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.380
  • HYPOXIA+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • MYOGENESIS+0.310
  • COMPLEMENT+0.290

Top 10 suppressed

  • E2F_TARGETS-0.440
  • G2M_CHECKPOINT-0.420
  • MITOTIC_SPINDLE-0.390
  • INTERFERON_ALPHA_RESPONSE-0.240
  • PROTEIN_SECRETION-0.210
  • UV_RESPONSE_DN-0.140
  • MYC_TARGETS_V2-0.080
  • SPERMATOGENESIS-0.080
  • BILE_ACID_METABOLISM-0.060
  • TGF_BETA_SIGNALING-0.050

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.

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

#SampleCancer typeSubtypecos similarity
1b9189c77-004e-461a-9c15-b504b12a3030
colon-landscapes@1
0.867
2SRR1488349
brain-umap@2
GTEX0.862
3TCGA-60-2720-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.843
4C3L-02963
lung-landscapes@6
cohortSQ10.838
5AUR-AER6-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.837
6TCGA-21-5784-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.823
7TCGA-BH-A0HF-01A-11R-A056-07
breast-umap@18
A0.822
8BS_FYRDYBMZ
brain-umap@2
high-grade glioma0.820
9SRR1465917
brain-umap@2
GTEX0.818
10BS_8RHPJ740
brain-umap@2
Ependymoma NOS0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.420Remibrutinib— uncovered
COAGULATION0.420Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.380Inavolisib— uncovered
HYPOXIA0.380Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.310Inavolisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
GLYCOLYSIS0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.270Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered