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

TCGA-4Z-AA87-01A-11R-A39I-07

c8c260b0-163b-53d0-b9bc-618965cc78ad

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
47.76609724
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

  • MYC_TARGETS_V2+0.550
  • MYC_TARGETS_V1+0.520
  • E2F_TARGETS+0.470
  • G2M_CHECKPOINT+0.450
  • UNFOLDED_PROTEIN_RESPONSE+0.450
  • DNA_REPAIR+0.370
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • MTORC1_SIGNALING+0.240
  • SPERMATOGENESIS+0.210
  • PEROXISOME+0.180

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.430
  • HEDGEHOG_SIGNALING-0.410
  • UV_RESPONSE_DN-0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • ANGIOGENESIS-0.360
  • APICAL_JUNCTION-0.360
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • TGF_BETA_SIGNALING-0.330

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
12d8cab40-0dda-4d6d-a9ba-83a82a7e1c15
colon-landscapes@1
0.930
2TCGA-66-2754-01A-01R-0980-07
lung-landscapes@6
cohortA30.913
3BS_YBJBSRHV
brain-umap@2
Embryonal tumors0.912
4TCGA-E7-A85H-01A-11R-A352-07
bladder-landscape@3
0.905
5TCGA-AN-A0AK-01A-21R-A00Z-07
breast-umap@18
C0.903
620090275.TNBC
breast-umap@18
E0.902
7TCGA-HD-A634-01A-11R-A28V-07
head-neck@1
0.897
8AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.895
9a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.895
10fea46737-a2b3-49d4-8358-d0737546b6da
colon-landscapes@1
0.894

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
MYC_TARGETS_V20.550Idelalisib— uncovered
MYC_TARGETS_V10.520Inavolisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.450Idelalisib— uncovered
DNA_REPAIR0.370Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
MITOTIC_SPINDLE0.150Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
ADIPOGENESIS0.040Inavolisib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered
PROTEIN_SECRETION0.040Remibrutinib— uncovered