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

TCGA-33-4586-01A-01R-1443-07

· cohortSQ2

7e269c32-8794-550a-a46d-5b8d64a499e0

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
cohortSQ2
subtype
cohortSQ2
age_years
57

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.510
  • MYC_TARGETS_V1+0.500
  • G2M_CHECKPOINT+0.490
  • UNFOLDED_PROTEIN_RESPONSE+0.470
  • MTORC1_SIGNALING+0.410
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.410
  • MYC_TARGETS_V2+0.390
  • DNA_REPAIR+0.380
  • PROTEIN_SECRETION+0.380
  • OXIDATIVE_PHOSPHORYLATION+0.290

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.580
  • INTERFERON_GAMMA_RESPONSE-0.490
  • ALLOGRAFT_REJECTION-0.480
  • IL6_JAK_STAT3_SIGNALING-0.280
  • INFLAMMATORY_RESPONSE-0.280
  • KRAS_SIGNALING_UP-0.260
  • COMPLEMENT-0.210
  • COAGULATION-0.160
  • IL2_STAT5_SIGNALING-0.140
  • ANGIOGENESIS-0.120

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
1C3L-00081
lung-landscapes@6
cohortSQ20.910
2TCGA-21-1072-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.909
3TCGA-22-5473-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.890
4TCGA-43-A474-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.889
5TCGA-22-5482-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.889
6TCGA-GU-A42Q-01A-11R-A23W-07
bladder-landscape@3
0.889
7TCGA-68-7755-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.884
8TCGA-90-7769-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.882
9SRR12696752
melanoma-umap@29
0.882
10MDT-AP-0322
medullo-epn-umap@date-based
MedMedulloblastoma0.876

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.510Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.470Idelalisib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.410Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
DNA_REPAIR0.380Idelalisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
UV_RESPONSE_UP0.290Idelalisib— uncovered
GLYCOLYSIS0.280Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.260Inavolisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.160Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered