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

TCGA-21-1076-01A-01R-0692-07

· cohortSQ1

dd77777e-240d-5746-a9c1-3f457db9b051

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
54

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+0.600
  • INTERFERON_GAMMA_RESPONSE+0.560
  • ALLOGRAFT_REJECTION+0.510
  • INFLAMMATORY_RESPONSE+0.460
  • IL6_JAK_STAT3_SIGNALING+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • KRAS_SIGNALING_UP+0.410
  • COMPLEMENT+0.400
  • COAGULATION+0.380
  • HEDGEHOG_SIGNALING+0.380

Top 10 suppressed

  • MYC_TARGETS_V2-0.490
  • OXIDATIVE_PHOSPHORYLATION-0.350
  • DNA_REPAIR-0.320
  • MYC_TARGETS_V1-0.280
  • E2F_TARGETS-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.220
  • PEROXISOME-0.210
  • GLYCOLYSIS-0.200
  • ADIPOGENESIS-0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.170

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-21-1076-01A-02R-0692-07
lung-landscapes@6
cohortSQ10.952
2DRR168577
bladder-landscape@3
0.906
3TCGA-55-6979-01A-11R-1949-07
lung-landscapes@6
cohortA10.895
4SRR12202441
bladder-landscape@3
0.889
5BS_02NZT8CE
brain-umap@2
low-grade glioma0.888
6SRR8613803
breast-umap@18
D0.886
7MDT-AP-2869
medullo-epn-umap@date-based
MedMedulloblastoma0.886
8TCGA-D8-A141-01A-11R-A115-07
breast-umap@18
A0.880
9BS_JBGZ7HHZ
brain-umap@2
ganglioneuroblastoma0.879
10SRR8613789
breast-umap@18
A0.879

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.560Idelalisib— uncovered
ALLOGRAFT_REJECTION0.510Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
COAGULATION0.380Binimetinib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
HYPOXIA0.170Idelalisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
APOPTOSIS0.080Idelalisib— uncovered