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

TCGA-66-2744-01A-01R-0980-07

· cohortA1

e22e28cb-ca3f-57d1-bf58-4af8bbd6c8ac

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
cohortA1
subtype
cohortA1
age_years
71

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+0.660
  • INTERFERON_GAMMA_RESPONSE+0.610
  • ALLOGRAFT_REJECTION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.570
  • INFLAMMATORY_RESPONSE+0.560
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • COMPLEMENT+0.460
  • TNFA_SIGNALING_VIA_NFKB+0.440
  • E2F_TARGETS+0.430
  • ANGIOGENESIS+0.380

Top 10 suppressed

  • NOTCH_SIGNALING-0.160
  • PEROXISOME-0.140
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.140
  • BILE_ACID_METABOLISM-0.110
  • PROTEIN_SECRETION-0.080
  • ESTROGEN_RESPONSE_EARLY-0.060
  • ADIPOGENESIS-0.050
  • HEME_METABOLISM-0.030
  • OXIDATIVE_PHOSPHORYLATION-0.020
  • FATTY_ACID_METABOLISM-0.010

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
1R409
bladder-landscape@3
0.941
2SRR1516055
bladder-landscape@3
0.911
3AUR-AFUI-TTP1-A-1-0-R-A743-41
breast-umap@18
C0.902
4TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.900
5R303
bladder-landscape@3
0.892
6SRR29022839
breast-umap@18
A0.889
7TCGA-22-5489-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.884
8BS_6WP1FHTE
brain-umap@2
high-grade glioma0.882
9s0112234
melanoma-umap@29
0.882
10BS_J1AB8PMA
medullo-epn-umap@date-based
MedMedulloblastoma0.880

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.660Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.610Idelalisib— uncovered
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.570Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.560Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
COMPLEMENT0.460Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.440Inavolisib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
ANGIOGENESIS0.380Remibrutinib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.350Idelalisib— uncovered
COAGULATION0.340Binimetinib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
MYC_TARGETS_V10.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
HYPOXIA0.280Idelalisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered