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

TCGA-44-6774-01A-21R-1858-07

· cohortA1

e98021b9-6ff7-5b90-955c-4f271c58738b

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
56

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+0.690
  • ANGIOGENESIS+0.580
  • TGF_BETA_SIGNALING+0.550
  • HEDGEHOG_SIGNALING+0.490
  • UV_RESPONSE_DN+0.470
  • APICAL_JUNCTION+0.400
  • INFLAMMATORY_RESPONSE+0.390
  • COAGULATION+0.380
  • IL6_JAK_STAT3_SIGNALING+0.380
  • KRAS_SIGNALING_UP+0.380

Top 10 suppressed

  • E2F_TARGETS-0.510
  • MYC_TARGETS_V1-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.490
  • MYC_TARGETS_V2-0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.480
  • DNA_REPAIR-0.420
  • G2M_CHECKPOINT-0.390
  • MTORC1_SIGNALING-0.330
  • FATTY_ACID_METABOLISM-0.310
  • P53_PATHWAY-0.230

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
11b5aacb8-0e2e-4888-bc61-48c4aa4d4684
colon-landscapes@1
0.938
2TCGA-CV-6934-01A-11R-1915-07
head-neck@1
0.932
3cdb7b56c-ddca-4596-bfa2-6823c12837e2
colon-landscapes@1
0.925
4TCGA-85-6175-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.920
5TCGA-CV-7435-01A-11R-2132-07
head-neck@1
0.916
6TCGA-77-8008-01A-21R-2187-07
lung-landscapes@6
cohortSQ10.913
7TCGA-46-3767-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.912
8a307b24f-4caa-403a-8313-2a4604f2079a
colon-landscapes@1
0.912
921196229-e39e-4846-be58-a1055b3ae50e
colon-landscapes@1
0.908
1067ed15bc-bbe5-4da7-81f9-002c54483f67
colon-landscapes@1
0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.690Inavolisib— uncovered
ANGIOGENESIS0.580Remibrutinib— uncovered
TGF_BETA_SIGNALING0.550Inavolisib— uncovered
HEDGEHOG_SIGNALING0.490Inavolisib— uncovered
UV_RESPONSE_DN0.470Inavolisib— uncovered
APICAL_JUNCTION0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
COAGULATION0.380Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
NOTCH_SIGNALING0.270Inavolisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered