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

TCGA-77-8008-01A-21R-2187-07

· cohortSQ1

40b57e9f-010b-5edb-b18d-9ea05db8d202

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
68

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+0.670
  • ANGIOGENESIS+0.560
  • WNT_BETA_CATENIN_SIGNALING+0.450
  • IL6_JAK_STAT3_SIGNALING+0.440
  • NOTCH_SIGNALING+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • UV_RESPONSE_DN+0.420
  • APICAL_JUNCTION+0.410
  • HYPOXIA+0.400
  • HEDGEHOG_SIGNALING+0.380

Top 10 suppressed

  • E2F_TARGETS-0.550
  • OXIDATIVE_PHOSPHORYLATION-0.480
  • MYC_TARGETS_V1-0.470
  • MYC_TARGETS_V2-0.470
  • G2M_CHECKPOINT-0.410
  • SPERMATOGENESIS-0.360
  • FATTY_ACID_METABOLISM-0.350
  • DNA_REPAIR-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • MTORC1_SIGNALING-0.240

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
1TCGA-85-6175-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.943
2TCGA-E9-A1NG-01A-21R-A14M-07
breast-umap@18
A0.917
3C3N-03205
lung-landscapes@6
cohortA10.916
4TCGA-44-6774-01A-21R-1858-07
lung-landscapes@6
cohortA10.913
5TCGA-46-3767-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.907
6GSM6454738
breast-umap@18
A0.900
76b548699-9440-4acc-86b6-faeb367454a2
colon-landscapes@1
0.896
894f6e4f5-2447-4f1f-9f36-411f1c25a172
colon-landscapes@1
0.896
9SRR17866819
colon-landscapes@1
0.893
10be66e85c-d70d-4073-af6a-bcee51ef3240
melanoma-umap@29
0.892

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.670Inavolisib— uncovered
ANGIOGENESIS0.560Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.450Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.440Inavolisib— uncovered
NOTCH_SIGNALING0.430Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
UV_RESPONSE_DN0.420Inavolisib— uncovered
APICAL_JUNCTION0.410Inavolisib— uncovered
HYPOXIA0.400Idelalisib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
TGF_BETA_SIGNALING0.370Inavolisib— uncovered
COAGULATION0.360Binimetinib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
IL2_STAT5_SIGNALING0.290Idelalisib— uncovered
MYOGENESIS0.290Inavolisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
COMPLEMENT0.240Inavolisib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered