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

TCGA-58-A46M-01A-11R-A24H-07

· cohortSQ2

74a62f96-3f36-5f44-bdf2-35d22c545c36

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
61

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+0.620
  • MYC_TARGETS_V2+0.580
  • G2M_CHECKPOINT+0.560
  • MYC_TARGETS_V1+0.530
  • INTERFERON_ALPHA_RESPONSE+0.520
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • UNFOLDED_PROTEIN_RESPONSE+0.390
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • DNA_REPAIR+0.340
  • INTERFERON_GAMMA_RESPONSE+0.340

Top 10 suppressed

  • ANGIOGENESIS-0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.450
  • COAGULATION-0.420
  • TGF_BETA_SIGNALING-0.380
  • KRAS_SIGNALING_UP-0.360
  • MYOGENESIS-0.340
  • ESTROGEN_RESPONSE_EARLY-0.330
  • APICAL_JUNCTION-0.320
  • HYPOXIA-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.290

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
1SRR8613729
breast-umap@18
E0.918
2SRR8518323
breast-umap@18
E0.896
3SRR650180
bladder-landscape@3
0.887
4SRR8518219
breast-umap@18
E0.886
5s0112318
melanoma-umap@29
0.885
6504282dd-4fef-4f70-a709-6a545d00a263
colon-landscapes@1
0.885
720020093.Her2HRneg
breast-umap@18
E0.883
8TCGA-21-1083-01A-01R-0692-07
lung-landscapes@6
cohortMD10.882
9SRR8518168
breast-umap@18
E0.877
10SRR6013511
lung-landscapes@6
cohortSQ10.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.620Inavolisib— uncovered
MYC_TARGETS_V20.580Idelalisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
MYC_TARGETS_V10.530Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.390Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.340Idelalisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered