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

TCGA-49-4488-01A-01R-1755-07

· cohortA1

a6f3182b-15db-50ec-aefc-af170013b54a

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
74

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.430
  • ALLOGRAFT_REJECTION+0.350
  • INTERFERON_ALPHA_RESPONSE+0.330
  • ADIPOGENESIS+0.300
  • PEROXISOME+0.290
  • FATTY_ACID_METABOLISM+0.260
  • GLYCOLYSIS+0.260
  • MYC_TARGETS_V1+0.260
  • UV_RESPONSE_UP+0.260

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.410
  • HEDGEHOG_SIGNALING-0.400
  • MITOTIC_SPINDLE-0.390
  • APICAL_SURFACE-0.290
  • G2M_CHECKPOINT-0.290
  • E2F_TARGETS-0.200
  • UV_RESPONSE_DN-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.140
  • KRAS_SIGNALING_DN-0.120
  • MYOGENESIS-0.110

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
1bc895549-854b-484f-8a6d-9e5152829bcb
colon-landscapes@1
0.891
2SRR27320676
colon-landscapes@1
0.875
3TCGA-05-4418-01A-01R-1206-07
lung-landscapes@6
cohortA40.865
457901dc3-9b2f-4271-8dd9-8fc0121d6971
colon-landscapes@1
0.858
510013d81-e167-4aa0-b548-5bb359ed403a
colon-landscapes@1
0.834
62ad90ba0-8038-4bad-afa3-d176f63b42f0
colon-landscapes@1
0.834
7TCGA-38-4632-01A-01R-1755-07
lung-landscapes@6
cohortA10.823
8TCGA-49-4494-01A-01R-1206-07
lung-landscapes@6
cohortA10.822
9TCGA-BA-5152-01A-02R-1873-07
head-neck@1
0.821
10551ADCCD-D116-43D8-AABC-E7E111D79E70
brain-umap@2
0.819

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
OXIDATIVE_PHOSPHORYLATION0.430Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.430Inavolisib— uncovered
ALLOGRAFT_REJECTION0.350Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
PEROXISOME0.290Idelalisib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.250Idelalisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
APOPTOSIS0.180Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.170Idelalisib— uncovered
MTORC1_SIGNALING0.160Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.160Inavolisib— uncovered