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

TCGA-KU-A66T-01A-11R-A30B-07

f3a7d458-575e-5904-9be0-f50bef65884e

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
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

  • E2F_TARGETS+0.280
  • G2M_CHECKPOINT+0.250
  • SPERMATOGENESIS+0.240
  • GLYCOLYSIS+0.210
  • PROTEIN_SECRETION+0.210
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • HYPOXIA+0.180
  • KRAS_SIGNALING_DN+0.160
  • MYC_TARGETS_V1+0.150
  • PANCREAS_BETA_CELLS+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.540
  • ALLOGRAFT_REJECTION-0.500
  • INTERFERON_GAMMA_RESPONSE-0.490
  • IL6_JAK_STAT3_SIGNALING-0.370
  • INFLAMMATORY_RESPONSE-0.300
  • MYC_TARGETS_V2-0.300
  • MYOGENESIS-0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.260
  • APICAL_SURFACE-0.250
  • COMPLEMENT-0.240

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
1R360
bladder-landscape@3
0.770
2C3N-04180
lung-landscapes@6
cohortA30.768
3TCGA-E9-A1RC-01A-11R-A157-07
breast-umap@18
B0.762
4R259
bladder-landscape@3
0.758
5SRR25617914
breast-umap@18
C0.755
6ERR2278878
head-neck@1
0.752
73f4020bf-9f9a-479d-b3af-883c5875d84e
melanoma-umap@29
0.752
8MNG446
mng-umap@100
0.748
9SRR8518274
breast-umap@18
C0.745
10X7635bae0.a49b.4c58.ae88.de85f60b4ab6
lung-landscapes@6
cohortA30.744

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.280Inavolisib— uncovered
G2M_CHECKPOINT0.250Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
HYPOXIA0.180Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
MYC_TARGETS_V10.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
ANGIOGENESIS0.080Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
ANDROGEN_RESPONSE0.050Inavolisib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.010Inavolisib— uncovered