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

TCGA-98-8020-01A-11R-2247-07

· cohortSQ1

12465181-0fa0-58ae-871c-475db08179ea

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
cohortSQ1
subtype
cohortSQ1
age_years
56

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • MYC_TARGETS_V2+0.540
  • WNT_BETA_CATENIN_SIGNALING+0.470
  • TGF_BETA_SIGNALING+0.460
  • TNFA_SIGNALING_VIA_NFKB+0.420
  • UNFOLDED_PROTEIN_RESPONSE+0.420
  • ANGIOGENESIS+0.400
  • G2M_CHECKPOINT+0.370
  • MITOTIC_SPINDLE+0.370
  • APICAL_JUNCTION+0.340

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.260
  • BILE_ACID_METABOLISM-0.230
  • FATTY_ACID_METABOLISM-0.180
  • KRAS_SIGNALING_DN-0.150
  • SPERMATOGENESIS-0.150
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.140
  • XENOBIOTIC_METABOLISM-0.090
  • PEROXISOME-0.070
  • ADIPOGENESIS-0.030
  • PANCREAS_BETA_CELLS+0.040

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-70-6722-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.931
2SRR934760
brain-umap@2
0.902
3SRR934962
brain-umap@2
0.894
4TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.892
5SRR10900575
melanoma-umap@29
0.892
6SRR934963
brain-umap@2
0.886
7F547C7BB-DBF1-4805-A0EA-D8BC36606032
brain-umap@2
0.885
8TCGA-50-6595-01A-12R-1858-07
lung-landscapes@6
cohortA10.881
9TCGA-FD-A6TK-01A-42R-A33J-07
bladder-landscape@3
0.877
10MDT-AP-0435
medullo-epn-umap@date-based
MedMedulloblastoma0.873

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
MYC_TARGETS_V20.540Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.470Inavolisib— uncovered
TGF_BETA_SIGNALING0.460Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.420Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.420Idelalisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
MITOTIC_SPINDLE0.370Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.310Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.310Inavolisib— uncovered
MYC_TARGETS_V10.290Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.290Inavolisib— uncovered
E2F_TARGETS0.280Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered