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

TCGA-34-5240-01A-01R-1443-07

· cohortSQ2

8b67d23d-e773-5e6a-b5aa-372a0b1896ec

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
73

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+0.520
  • MYC_TARGETS_V1+0.510
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • PROTEIN_SECRETION+0.460
  • MTORC1_SIGNALING+0.410
  • CHOLESTEROL_HOMEOSTASIS+0.390
  • DNA_REPAIR+0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.370
  • PANCREAS_BETA_CELLS+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.320

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.370
  • INTERFERON_GAMMA_RESPONSE-0.330
  • IL6_JAK_STAT3_SIGNALING-0.310
  • ALLOGRAFT_REJECTION-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.280
  • HEDGEHOG_SIGNALING-0.260
  • ANGIOGENESIS-0.250
  • INFLAMMATORY_RESPONSE-0.250
  • TNFA_SIGNALING_VIA_NFKB-0.240
  • APICAL_SURFACE-0.180

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
1SRR1516095
bladder-landscape@3
0.883
2TCGA-21-1075-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.882
3TCGA-66-2766-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.865
4MNG69
mng-umap@100
0.862
5TCGA-DQ-7588-01A-11R-2081-07
head-neck@1
0.853
6MDT-AP-0322
medullo-epn-umap@date-based
MedMedulloblastoma0.847
7MNG93
mng-umap@100
0.847
8s0112308
melanoma-umap@29
0.846
9TCGA-46-3768-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.842
10SRR10900021
melanoma-umap@29
0.841

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.520Inavolisib— uncovered
MYC_TARGETS_V10.510Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
PROTEIN_SECRETION0.460Remibrutinib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.390Remibrutinib— uncovered
DNA_REPAIR0.370Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
G2M_CHECKPOINT0.310Inavolisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
ADIPOGENESIS0.190Inavolisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
HYPOXIA0.140Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered