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

TCGA-CF-A3MH-01A-11R-A20F-07

43b5f407-c679-5f64-ba12-c8ddf59bea20

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
13.07490145
os_event
false
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ESTROGEN_RESPONSE_LATE+0.370
  • P53_PATHWAY+0.320
  • ESTROGEN_RESPONSE_EARLY+0.310
  • KRAS_SIGNALING_DN+0.250
  • HEDGEHOG_SIGNALING+0.190
  • COAGULATION+0.160
  • APICAL_SURFACE+0.150
  • HYPOXIA+0.150
  • GLYCOLYSIS+0.120
  • NOTCH_SIGNALING+0.120

Top 10 suppressed

  • E2F_TARGETS-0.450
  • INTERFERON_GAMMA_RESPONSE-0.440
  • G2M_CHECKPOINT-0.420
  • INTERFERON_ALPHA_RESPONSE-0.410
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • ALLOGRAFT_REJECTION-0.340
  • PROTEIN_SECRETION-0.340
  • MYC_TARGETS_V1-0.310
  • MITOTIC_SPINDLE-0.290

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
1ERR2208949
melanoma-umap@29
0.834
2aMVAC.P_003_TURBT_S220
bladder-landscape@3
0.832
3MNG1264
mng-umap@100
0.823
4TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.805
5s0112300
melanoma-umap@29
0.798
6TCGA-98-A53J-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.796
7TCGA-GM-A3XG-01A-31R-A24H-07
breast-umap@18
A0.788
8TCGA-AC-A3TN-01A-11R-A22K-07
breast-umap@18
B0.778
93e1c728a-cf38-4ca8-9d87-0bbf098567a6
melanoma-umap@29
0.772
10299f36bd-d9fd-41f5-8a29-3382e147a14f
colon-landscapes@1
0.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ESTROGEN_RESPONSE_LATE0.370Idelalisib— uncovered
P53_PATHWAY0.320Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
HYPOXIA0.150Idelalisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
PEROXISOME0.080Idelalisib— uncovered
ADIPOGENESIS0.070Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.060Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.050Remibrutinib— uncovered
MYOGENESIS0.050Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered
UV_RESPONSE_UP0.030Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.020Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.010Remibrutinib— uncovered