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

TCGA-FD-A3SP-01A-31R-A22U-07

905e17c3-520d-55a7-82f7-4db8414bfd41

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
25.72273325
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.640
  • HEDGEHOG_SIGNALING+0.550
  • IL6_JAK_STAT3_SIGNALING+0.500
  • ANGIOGENESIS+0.460
  • INFLAMMATORY_RESPONSE+0.460
  • UV_RESPONSE_DN+0.460
  • ALLOGRAFT_REJECTION+0.440
  • TGF_BETA_SIGNALING+0.420
  • INTERFERON_GAMMA_RESPONSE+0.410
  • WNT_BETA_CATENIN_SIGNALING+0.400

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.410
  • MYC_TARGETS_V2-0.350
  • MYC_TARGETS_V1-0.320
  • PEROXISOME-0.310
  • KRAS_SIGNALING_DN-0.250
  • ESTROGEN_RESPONSE_LATE-0.240
  • PANCREAS_BETA_CELLS-0.240
  • CHOLESTEROL_HOMEOSTASIS-0.210
  • FATTY_ACID_METABOLISM-0.200
  • ADIPOGENESIS-0.160

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
1TCGA-FD-A3B8-01A-31R-A20F-07
bladder-landscape@3
0.916
2TCGA-CV-7090-01A-11R-2016-07
head-neck@1
0.904
3TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.896
4MDT-AP-0390
medullo-epn-umap@date-based
MedMedulloblastoma0.895
5SAMN03290911
melanoma-umap@29
0.890
6SRR23303739
bladder-landscape@3
0.882
7TCGA-43-6647-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.877
8TCGA-56-6545-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.873
9TCGA-CR-7382-01A-11R-2132-07
head-neck@1
0.872
10TCGA-XF-AAMT-01A-11R-A42T-07
bladder-landscape@3
0.868

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.640Inavolisib— uncovered
HEDGEHOG_SIGNALING0.550Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
ANGIOGENESIS0.460Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
ALLOGRAFT_REJECTION0.440Idelalisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.410Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.390Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
NOTCH_SIGNALING0.370Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
COAGULATION0.280Binimetinib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
HYPOXIA0.270Idelalisib— uncovered