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

TCGA-55-7726-01A-11R-2170-07

· cohortSQ1

9c07ebc6-1aed-5e79-a46c-72fcb0166cf6

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
cohortSQ1
subtype
cohortSQ1
age_years
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.640
  • ANGIOGENESIS+0.570
  • TGF_BETA_SIGNALING+0.520
  • UV_RESPONSE_DN+0.460
  • KRAS_SIGNALING_UP+0.440
  • NOTCH_SIGNALING+0.420
  • G2M_CHECKPOINT+0.370
  • HEDGEHOG_SIGNALING+0.370
  • INFLAMMATORY_RESPONSE+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.360

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • FATTY_ACID_METABOLISM-0.370
  • MYC_TARGETS_V2-0.340
  • PEROXISOME-0.340
  • INTERFERON_ALPHA_RESPONSE-0.300
  • ADIPOGENESIS-0.290
  • CHOLESTEROL_HOMEOSTASIS-0.270
  • DNA_REPAIR-0.270
  • BILE_ACID_METABOLISM-0.210

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.881
2DRR168609
bladder-landscape@3
0.874
3TCGA-A8-A07E-01A-11R-A034-07
breast-umap@18
A0.856
4TCGA-BH-A0AV-01A-31R-A115-07
breast-umap@18
E0.842
5SAMN03290934
melanoma-umap@29
0.837
6SRR25043621
head-neck@1
0.832
7TCGA-60-2704-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.831
8BS_MKM0EEN1
brain-umap@2
Diffuse intrinsic pontine glioma0.826
9TCGA-AR-A24P-01A-11R-A169-07
breast-umap@18
A0.818
10TCGA-44-8119-01A-11R-2241-07
lung-landscapes@6
cohortA30.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.640Inavolisib— uncovered
ANGIOGENESIS0.570Remibrutinib— uncovered
TGF_BETA_SIGNALING0.520Inavolisib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
KRAS_SIGNALING_UP0.440Inavolisib— uncovered
NOTCH_SIGNALING0.420Inavolisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
APICAL_SURFACE0.350Temsirolimus— uncovered
COAGULATION0.310Binimetinib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.260Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
E2F_TARGETS0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered