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

TCGA-CQ-A4C6-01A-11R-A24Z-07

6ef3e338-052e-5025-ae55-34cd11cddfe5

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
sex
male

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+0.730
  • INTERFERON_GAMMA_RESPONSE+0.600
  • MYOGENESIS+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • INFLAMMATORY_RESPONSE+0.370
  • IL6_JAK_STAT3_SIGNALING+0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.320
  • HYPOXIA+0.310
  • ALLOGRAFT_REJECTION+0.280
  • HEDGEHOG_SIGNALING+0.260

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.280
  • ADIPOGENESIS-0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.120
  • WNT_BETA_CATENIN_SIGNALING-0.120
  • PEROXISOME-0.090
  • SPERMATOGENESIS-0.080
  • ESTROGEN_RESPONSE_EARLY-0.070
  • BILE_ACID_METABOLISM-0.060
  • E2F_TARGETS-0.040
  • XENOBIOTIC_METABOLISM-0.040

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
1TCGA-CV-6952-01A-11R-1915-07
head-neck@1
0.875
2270a14bb-8ae5-4372-a66b-b3d71bf217f7
colon-landscapes@1
0.837
3MDT-AP-3379
medullo-epn-umap@date-based
MedMedulloblastoma0.833
4R409
bladder-landscape@3
0.832
5SRR1516052
bladder-landscape@3
0.826
6SRR35579823
breast-umap@18
D0.824
7TCGA-FT-A61P-01A-11R-A30C-07
bladder-landscape@3
0.817
8BS_06AMMCXR
brain-umap@2
low-grade glioma0.816
9ERR2208954
melanoma-umap@29
0.816
10R303
bladder-landscape@3
0.810

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.730Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
MYOGENESIS0.390Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.320Inavolisib— uncovered
HYPOXIA0.310Idelalisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
PROTEIN_SECRETION0.240Remibrutinib— uncovered
APICAL_JUNCTION0.230Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
TGF_BETA_SIGNALING0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered