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

TCGA-50-5942-01A-21R-1755-07

· cohortA1

a845673c-358d-55d9-bccd-5e2a7a084c6f

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
67

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.350
  • UV_RESPONSE_DN+0.350
  • BILE_ACID_METABOLISM+0.280
  • HEDGEHOG_SIGNALING+0.240
  • NOTCH_SIGNALING+0.200
  • KRAS_SIGNALING_DN+0.190
  • ANDROGEN_RESPONSE+0.170
  • PANCREAS_BETA_CELLS+0.160
  • COAGULATION+0.140
  • KRAS_SIGNALING_UP+0.120

Top 10 suppressed

  • E2F_TARGETS-0.620
  • MYC_TARGETS_V2-0.590
  • G2M_CHECKPOINT-0.570
  • MTORC1_SIGNALING-0.530
  • MYC_TARGETS_V1-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.420
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • PI3K_AKT_MTOR_SIGNALING-0.390
  • GLYCOLYSIS-0.370

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
1TCGA-44-6148-01A-11R-1755-07
lung-landscapes@6
cohortA10.942
2SRR8613705
breast-umap@18
A0.921
3C3L-03268
lung-landscapes@6
cohortA10.914
4TCGA-GD-A3OP-01A-21R-A220-07
bladder-landscape@3
0.898
5TCGA-86-7714-01A-12R-2170-07
lung-landscapes@6
cohortA10.890
65c61f3fb-d3c5-4628-89a8-94bd513e8fa4
colon-landscapes@1
0.887
7SRR6013492
lung-landscapes@6
cohortA10.878
8C3N-03911
lung-landscapes@6
cohortA10.876
965f86d9a-828b-4e8b-a656-38baba5a54f7
colon-landscapes@1
0.874
10SRR8518381
breast-umap@18
A0.874

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
UV_RESPONSE_DN0.350Inavolisib— uncovered
BILE_ACID_METABOLISM0.280Inavolisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
COAGULATION0.140Binimetinib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
MYOGENESIS0.100Inavolisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered