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

TCGA-90-6837-01A-11R-1949-07

· cohortSQ1

30ebc5ef-3d55-5840-90e6-00530af2c6d8

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
64

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+0.560
  • COAGULATION+0.440
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • ANGIOGENESIS+0.370
  • IL6_JAK_STAT3_SIGNALING+0.370
  • HYPOXIA+0.360
  • INFLAMMATORY_RESPONSE+0.350
  • MYOGENESIS+0.300
  • APICAL_JUNCTION+0.290
  • KRAS_SIGNALING_UP+0.290

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • OXIDATIVE_PHOSPHORYLATION-0.420
  • DNA_REPAIR-0.380
  • MYC_TARGETS_V1-0.380
  • FATTY_ACID_METABOLISM-0.300
  • MYC_TARGETS_V2-0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250
  • INTERFERON_GAMMA_RESPONSE-0.220
  • ADIPOGENESIS-0.210
  • PEROXISOME-0.160

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1e074ff82-1def-4bfc-8293-6b69f8984046
colon-landscapes@1
0.859
2TCGA-AC-A23G-01A-11R-A213-07
breast-umap@18
A0.825
3a8877d9c-7dfb-4544-bbb9-7ef4176f3429
melanoma-umap@29
0.821
4MNG115
mng-umap@100
0.818
5SRR1516079
bladder-landscape@3
0.817
6TCGA-EW-A6SC-01A-12R-A32P-07
breast-umap@18
A0.812
7SRR8752371
head-neck@1
0.809
8TCGA-MP-A4TK-01A-11R-A24X-07
lung-landscapes@6
cohortA10.807
9TCGA-CR-6474-01A-11R-1873-07
head-neck@1
0.803
1069842b4c-448a-4275-8250-7b31948c56ec
colon-landscapes@1
0.803

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
COAGULATION0.440Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
ANGIOGENESIS0.370Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
HYPOXIA0.360Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.230Idelalisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered