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

TCGA-DK-AA71-01A-31R-A39I-07

5e20aabf-cc57-5a7b-85f6-dd71aea4644a

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
13.63337714
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

  • OXIDATIVE_PHOSPHORYLATION+0.540
  • MYC_TARGETS_V1+0.520
  • DNA_REPAIR+0.350
  • MYC_TARGETS_V2+0.350
  • FATTY_ACID_METABOLISM+0.310
  • MTORC1_SIGNALING+0.280
  • PEROXISOME+0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.260
  • P53_PATHWAY+0.240
  • PANCREAS_BETA_CELLS+0.240

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.420
  • INFLAMMATORY_RESPONSE-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • ALLOGRAFT_REJECTION-0.360
  • IL2_STAT5_SIGNALING-0.320
  • INTERFERON_GAMMA_RESPONSE-0.310
  • TGF_BETA_SIGNALING-0.300
  • ANGIOGENESIS-0.280
  • KRAS_SIGNALING_UP-0.280

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
1TCGA-22-5491-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.906
2ERR2278847
head-neck@1
0.899
3SRR8518383
breast-umap@18
E0.895
44613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.894
5ERR2278860
head-neck@1
0.891
6TCGA-XF-A8HB-01A-11R-A36F-07
bladder-landscape@3
0.891
79f6a2480-748d-414b-be0b-36be34c24037
colon-landscapes@1
0.889
8TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.889
9SRR10900021
melanoma-umap@29
0.884
10TCGA-66-2766-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.540Remibrutinib— uncovered
MYC_TARGETS_V10.520Inavolisib— uncovered
DNA_REPAIR0.350Idelalisib— uncovered
MYC_TARGETS_V20.350Idelalisib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.260Inavolisib— uncovered
P53_PATHWAY0.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
G2M_CHECKPOINT0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered