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

TCGA-05-4384-01A-01R-1755-07

· cohortA2

3ccf78d7-8b67-58c7-8d3c-10733e086e3e

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
cohortA2
subtype
cohortA2
age_years
66

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • FATTY_ACID_METABOLISM+0.330
  • BILE_ACID_METABOLISM+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • TGF_BETA_SIGNALING+0.280
  • ADIPOGENESIS+0.240
  • HEME_METABOLISM+0.230
  • ESTROGEN_RESPONSE_EARLY+0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.180
  • MYOGENESIS+0.170
  • XENOBIOTIC_METABOLISM+0.160

Top 10 suppressed

  • E2F_TARGETS-0.690
  • G2M_CHECKPOINT-0.630
  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.520
  • MTORC1_SIGNALING-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • UNFOLDED_PROTEIN_RESPONSE-0.370
  • ALLOGRAFT_REJECTION-0.350
  • ANGIOGENESIS-0.350
  • INTERFERON_GAMMA_RESPONSE-0.350

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-62-8395-01A-11R-2326-07
lung-landscapes@6
cohortA20.919
2TCGA-73-7498-01A-12R-2187-07
lung-landscapes@6
cohortA20.891
3TCGA-AC-A2FG-01A-11R-A17B-07
breast-umap@18
A0.872
4C3L-00893
lung-landscapes@6
cohortA10.871
5TCGA-75-6206-01A-11R-1755-07
lung-landscapes@6
cohortA20.843
6TCGA-97-8174-01A-11R-2287-07
lung-landscapes@6
cohortA20.824
7BS_CGB2WS2A
brain-umap@2
pilocytic astrocytoma0.822
8C3N-02973
lung-landscapes@6
cohortA10.809
9TCGA-44-6776-01A-11R-1858-07
lung-landscapes@6
cohortA20.808
10C3L-02958
lung-landscapes@6
cohortA10.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
FATTY_ACID_METABOLISM0.330Inavolisib— uncovered
BILE_ACID_METABOLISM0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
ADIPOGENESIS0.240Inavolisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
COAGULATION0.120Binimetinib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
KRAS_SIGNALING_UP0.010Inavolisib— uncovered