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

TCGA-G2-A2EC-01A-11R-A180-07

cf0c1743-2ea9-50c2-a0d4-e5a0a6bad6f0

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
overall_survival_months
22.86465177
os_event
true
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

  • ANGIOGENESIS+0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • UV_RESPONSE_DN+0.370
  • APICAL_SURFACE+0.310
  • HEDGEHOG_SIGNALING+0.310
  • KRAS_SIGNALING_UP+0.290
  • ALLOGRAFT_REJECTION+0.280
  • APICAL_JUNCTION+0.280
  • BILE_ACID_METABOLISM+0.280
  • COAGULATION+0.270

Top 10 suppressed

  • E2F_TARGETS-0.710
  • MYC_TARGETS_V2-0.710
  • G2M_CHECKPOINT-0.630
  • MYC_TARGETS_V1-0.620
  • OXIDATIVE_PHOSPHORYLATION-0.510
  • DNA_REPAIR-0.500
  • MTORC1_SIGNALING-0.470
  • UNFOLDED_PROTEIN_RESPONSE-0.470
  • MITOTIC_SPINDLE-0.400
  • INTERFERON_ALPHA_RESPONSE-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
1C3L-03268
lung-landscapes@6
cohortA10.906
2TCGA-CR-6488-01A-12R-2081-07
head-neck@1
0.898
3SRR8613742
breast-umap@18
A0.895
4TCGA-86-8668-01A-11R-2403-07
lung-landscapes@6
cohortA10.886
5SRR15069598
head-neck@1
0.885
6TCGA-55-8096-01A-11R-2241-07
lung-landscapes@6
cohortA10.884
7TCGA-AC-A2FF-01A-11R-A17B-07
breast-umap@18
A0.883
8TCGA-SY-A9G0-01A-12R-A38B-07
bladder-landscape@3
0.879
9TCGA-AC-A8OS-01A-12R-A41B-07
breast-umap@18
A0.878
10TCGA-BB-8596-01A-11R-2403-07
head-neck@1
0.877

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.480Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
UV_RESPONSE_DN0.370Inavolisib— uncovered
APICAL_SURFACE0.310Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
BILE_ACID_METABOLISM0.280Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
MYOGENESIS0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered