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

TCGA-CQ-7072-01A-21R-A30B-07

bafbbe6e-3bd4-530d-84ff-ef0c1ec2338e

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
male

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
  • ANGIOGENESIS+0.470
  • HEDGEHOG_SIGNALING+0.360
  • UV_RESPONSE_DN+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • NOTCH_SIGNALING+0.280
  • MYOGENESIS+0.260
  • COAGULATION+0.210
  • APICAL_JUNCTION+0.070
  • PROTEIN_SECRETION+0.060

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.630
  • MYC_TARGETS_V2-0.560
  • INTERFERON_GAMMA_RESPONSE-0.500
  • E2F_TARGETS-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.430
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V1-0.400
  • IL6_JAK_STAT3_SIGNALING-0.370

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
17900174d-af00-444f-a5b2-226a45f7e76a
colon-landscapes@1
0.893
2TCGA-WA-A7H4-01A-21R-A34R-07
head-neck@1
0.878
3SRR1313111
breast-umap@18
A0.877
4TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.875
5X8de42096.ef3e.4864.8ee1.2ee7672c1c82
lung-landscapes@6
cohortSQ10.869
6TCGA-CN-4737-01A-01R-1436-07
head-neck@1
0.867
7fe036511-fe82-467c-9c6e-59bfb8b0a329
melanoma-umap@29
0.865
8ERR2208936
melanoma-umap@29
0.862
9TCGA-18-3409-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.859
10ERR2208903
melanoma-umap@29
0.857

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.470Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.360Inavolisib— uncovered
UV_RESPONSE_DN0.360Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
MYOGENESIS0.260Inavolisib— uncovered
COAGULATION0.210Binimetinib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
PROTEIN_SECRETION0.060Remibrutinib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
SPERMATOGENESIS0.020Inavolisib— uncovered