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

TCGA-D8-A13Z-01A-11R-A115-07

· C

e53a2b1a-aa1a-5b80-ae12-d5c02adf85d7

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
C
subtype
C
overall_survival_months
21

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.470
  • E2F_TARGETS+0.450
  • MTORC1_SIGNALING+0.440
  • G2M_CHECKPOINT+0.430
  • IL6_JAK_STAT3_SIGNALING+0.410
  • MITOTIC_SPINDLE+0.410
  • INFLAMMATORY_RESPONSE+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.380
  • GLYCOLYSIS+0.380

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.360
  • PANCREAS_BETA_CELLS-0.250
  • ESTROGEN_RESPONSE_LATE-0.200
  • ADIPOGENESIS-0.160
  • BILE_ACID_METABOLISM-0.120
  • OXIDATIVE_PHOSPHORYLATION-0.120
  • MYOGENESIS-0.110
  • PEROXISOME-0.060
  • DNA_REPAIR-0.020
  • FATTY_ACID_METABOLISM-0.010

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-A2-A1G1-01A-21R-A13Q-07
breast-umap@18
E0.888
2TCGA-E2-A150-01A-11R-A12D-07
breast-umap@18
E0.883
3TCGA-BH-A0B3-01A-11R-A056-07
breast-umap@18
E0.853
4TCGA-A8-A08R-01A-11R-A034-07
breast-umap@18
E0.842
5TCGA-D8-A1JL-01A-11R-A13Q-07
breast-umap@18
D0.835
6SRR35579823
breast-umap@18
D0.835
7TCGA-EW-A1P4-01A-21R-A144-07
breast-umap@18
E0.833
8TCGA-D8-A1XQ-01A-11R-A14M-07
breast-umap@18
E0.832
9TCGA-XF-A9SY-01A-21R-A42T-07
bladder-landscape@3
0.830
1020050099.TNBC
breast-umap@18
D0.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
E2F_TARGETS0.450Inavolisib— uncovered
MTORC1_SIGNALING0.440Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
GLYCOLYSIS0.380Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
HEDGEHOG_SIGNALING0.340Inavolisib— uncovered
IL2_STAT5_SIGNALING0.340Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
HYPOXIA0.270Idelalisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
NOTCH_SIGNALING0.250Inavolisib— uncovered