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

TCGA-DK-A3IL-01A-11R-A20F-07

dc9bcdfd-0b5d-5050-b430-960c2f365fc9

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
13.56767411
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

  • KRAS_SIGNALING_DN+0.350
  • MYOGENESIS+0.290
  • SPERMATOGENESIS+0.240
  • APICAL_SURFACE+0.230
  • BILE_ACID_METABOLISM+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.140
  • PANCREAS_BETA_CELLS+0.070
  • COAGULATION+0.060
  • ESTROGEN_RESPONSE_LATE+0.030
  • PEROXISOME+0.010

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • PROTEIN_SECRETION-0.530
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.520
  • UNFOLDED_PROTEIN_RESPONSE-0.510
  • INTERFERON_GAMMA_RESPONSE-0.480
  • MYC_TARGETS_V1-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • IL6_JAK_STAT3_SIGNALING-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • INFLAMMATORY_RESPONSE-0.380

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-KQ-A41N-01A-11R-A33J-07
bladder-landscape@3
0.913
2TCGA-MN-A4N1-01A-11R-A24X-07
lung-landscapes@6
cohortA10.908
3MNG491
mng-umap@100
0.895
4SRR33346947
bladder-landscape@3
0.891
5BS_2XD3MNKD
brain-umap@2
Glial-neuronal tumor NOS0.886
6MNG1044
mng-umap@100
0.881
7MNG189
mng-umap@100
0.880
8SRR1311794
brain-umap@2
GTEX0.879
9SRR602927
brain-umap@2
GTEX0.879
10BS_QC3XCE6X
brain-umap@2
low-grade glioma0.879

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.350Remibrutinib— uncovered
MYOGENESIS0.290Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
COAGULATION0.060Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered
PEROXISOME0.010Idelalisib— uncovered