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

TCGA-56-8624-01A-11R-2403-07

· cohortSQ1

33952474-24f9-5c16-9fc2-e13b1e520963

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
84

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.340
  • PANCREAS_BETA_CELLS+0.340
  • HEDGEHOG_SIGNALING+0.320
  • KRAS_SIGNALING_DN+0.310
  • UV_RESPONSE_DN+0.270
  • APICAL_JUNCTION+0.200
  • NOTCH_SIGNALING+0.200
  • BILE_ACID_METABOLISM+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.150
  • COAGULATION+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.630
  • E2F_TARGETS-0.540
  • INTERFERON_GAMMA_RESPONSE-0.520
  • MYC_TARGETS_V1-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.480
  • G2M_CHECKPOINT-0.470
  • MYC_TARGETS_V2-0.470
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.440
  • DNA_REPAIR-0.430
  • MTORC1_SIGNALING-0.430

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1396640
brain-umap@2
GTEX0.931
2SRR1471350
brain-umap@2
GTEX0.918
3C3L-01890
lung-landscapes@6
cohortA20.907
4SRR8613714
breast-umap@18
A0.895
5TCGA-44-6148-01A-11R-1755-07
lung-landscapes@6
cohortA10.894
6TCGA-A7-A5ZX-01A-12R-A29R-07
breast-umap@18
A0.891
7X9cad7a78.ea9b.47b0.9d06.e5e696031cc3
lung-landscapes@6
cohortA10.889
8C3L-00444
lung-landscapes@6
cohortA10.888
9SRR8613701
breast-umap@18
A0.888
10SRR1331751
brain-umap@2
GTEX0.887

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.340Inavolisib— uncovered
PANCREAS_BETA_CELLS0.340Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
KRAS_SIGNALING_DN0.310Remibrutinib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
COAGULATION0.140Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.050Inavolisib— uncovered