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

TCGA-44-2665-01B-06R-A277-07

· cohortMD2

b7d6aacc-3b04-54af-8b4a-38cb21871d4b

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
cohortMD2
subtype
cohortMD2

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.370
  • PROTEIN_SECRETION+0.280
  • ANDROGEN_RESPONSE+0.240
  • HEDGEHOG_SIGNALING+0.210
  • KRAS_SIGNALING_UP+0.190
  • TGF_BETA_SIGNALING+0.150
  • MITOTIC_SPINDLE+0.100
  • IL2_STAT5_SIGNALING+0.030
  • IL6_JAK_STAT3_SIGNALING+0.030
  • INFLAMMATORY_RESPONSE+0.030

Top 10 suppressed

  • MYC_TARGETS_V2-0.610
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.500
  • DNA_REPAIR-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.410
  • MYC_TARGETS_V1-0.410
  • UV_RESPONSE_UP-0.410
  • P53_PATHWAY-0.400
  • E2F_TARGETS-0.370
  • GLYCOLYSIS-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
1ba2b0b86-f7f1-47f7-b0fd-bec3f623febb
colon-landscapes@1
0.950
2TCGA-A7-A26E-01B-06R-A277-07
breast-umap@18
D0.911
3d1447a31-64bb-4e70-ae50-eeff7a605f38
colon-landscapes@1
0.904
4TCGA-A7-A13E-01B-06R-A277-07
breast-umap@18
D0.895
5TCGA-A7-A0DB-01C-02R-A277-07
breast-umap@18
D0.885
6TCGA-AC-A3QQ-01B-06R-A22O-07
breast-umap@18
D0.882
7b8135e73-31c3-49af-b4da-a7ed5f28d68a
colon-landscapes@1
0.881
85abd486a-6aed-4dcf-a2a2-2537af6cdd9c
colon-landscapes@1
0.881
9AUR-AFUM-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.879
10SRR4195677
colon-landscapes@1
0.878

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.370Inavolisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
IL2_STAT5_SIGNALING0.030Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.030Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.030Idelalisib— uncovered
PANCREAS_BETA_CELLS0.020Cobimetinib— uncovered