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

TCGA-CQ-7069-01A-11R-2403-07

65749d06-9ff1-5d41-86fa-71d4fa3df927

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
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.580
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • ANGIOGENESIS+0.460
  • TNFA_SIGNALING_VIA_NFKB+0.450
  • APICAL_JUNCTION+0.330
  • HEDGEHOG_SIGNALING+0.330
  • UV_RESPONSE_DN+0.330
  • INFLAMMATORY_RESPONSE+0.320
  • KRAS_SIGNALING_UP+0.320
  • PROTEIN_SECRETION+0.300

Top 10 suppressed

  • E2F_TARGETS-0.630
  • MYC_TARGETS_V2-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.540
  • MYC_TARGETS_V1-0.520
  • G2M_CHECKPOINT-0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290
  • ADIPOGENESIS-0.280
  • DNA_REPAIR-0.260
  • FATTY_ACID_METABOLISM-0.230
  • SPERMATOGENESIS-0.220

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
11b5aacb8-0e2e-4888-bc61-48c4aa4d4684
colon-landscapes@1
0.900
294f6e4f5-2447-4f1f-9f36-411f1c25a172
colon-landscapes@1
0.889
3SRR2932823
head-neck@1
0.886
420030015.LumB
breast-umap@18
A0.885
522620634-aa34-4cb5-a37f-5a7b0c47cd0e
colon-landscapes@1
0.877
6SRR8518425
breast-umap@18
A0.873
7TCGA-D8-A1JH-01A-11R-A13Q-07
breast-umap@18
A0.873
8TCGA-44-6774-01A-21R-1858-07
lung-landscapes@6
cohortA10.873
921196229-e39e-4846-be58-a1055b3ae50e
colon-landscapes@1
0.870
10TCGA-EW-A1J2-01A-21R-A13Q-07
breast-umap@18
A0.868

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
TGF_BETA_SIGNALING0.580Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ANGIOGENESIS0.460Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.450Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
UV_RESPONSE_DN0.330Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
COAGULATION0.290Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.280Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
COMPLEMENT0.170Inavolisib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered