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

TCGA-22-4594-01A-01R-1201-07

· cohortA3

cb3f7ff7-cded-54fb-abe8-509fcb1671f7

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
cohortA3
subtype
cohortA3
age_years
60

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.510
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • DNA_REPAIR+0.340
  • MYC_TARGETS_V1+0.340
  • ALLOGRAFT_REJECTION+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • FATTY_ACID_METABOLISM+0.260
  • PROTEIN_SECRETION+0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.240
  • MTORC1_SIGNALING+0.230

Top 10 suppressed

  • APICAL_SURFACE-0.430
  • MITOTIC_SPINDLE-0.390
  • HEDGEHOG_SIGNALING-0.360
  • ANGIOGENESIS-0.350
  • APICAL_JUNCTION-0.340
  • UV_RESPONSE_DN-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.330
  • TGF_BETA_SIGNALING-0.280
  • INTERFERON_ALPHA_RESPONSE-0.250
  • MYOGENESIS-0.250

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
16f2c5313-1c83-46c7-a15c-5b9526c1763b
colon-landscapes@1
0.849
2054d5602-4089-4f34-a667-14c8edbb4167
colon-landscapes@1
0.812
3dfb9c45f-cb52-4e36-b663-1a9e8c7c0b47
colon-landscapes@1
0.807
4TCGA-05-5428-01A-01R-1628-07
lung-landscapes@6
cohortA10.788
557901dc3-9b2f-4271-8dd9-8fc0121d6971
colon-landscapes@1
0.786
6TCGA-37-4135-01A-01R-1100-07
lung-landscapes@6
cohortA10.783
7C3L-01862
lung-landscapes@6
cohortA40.781
8SRR27320676
colon-landscapes@1
0.776
9TCGA-38-4631-01A-01R-1755-07
lung-landscapes@6
cohortA40.775
10TCGA-66-2771-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.774

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
PANCREAS_BETA_CELLS0.510Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
PROTEIN_SECRETION0.240Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.190Inavolisib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered