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

TCGA-K4-A5RI-01A-11R-A28M-07

03a93694-8936-564f-abd2-dfe74e75d9c0

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
11.69513798
os_event
true
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

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.550
  • E2F_TARGETS+0.530
  • MYC_TARGETS_V1+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • G2M_CHECKPOINT+0.470
  • PROTEIN_SECRETION+0.380
  • MYC_TARGETS_V2+0.360
  • DNA_REPAIR+0.350
  • MTORC1_SIGNALING+0.350
  • ANDROGEN_RESPONSE+0.320

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.280
  • TNFA_SIGNALING_VIA_NFKB-0.240
  • INFLAMMATORY_RESPONSE-0.230
  • ALLOGRAFT_REJECTION-0.210
  • INTERFERON_ALPHA_RESPONSE-0.200
  • HEDGEHOG_SIGNALING-0.190
  • INTERFERON_GAMMA_RESPONSE-0.170
  • KRAS_SIGNALING_DN-0.160
  • ANGIOGENESIS-0.140
  • IL2_STAT5_SIGNALING-0.090

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-BT-A20U-01A-11R-A14Y-07
bladder-landscape@3
0.822
2TCGA-94-7557-01A-11R-2125-07
lung-landscapes@6
cohortMD10.821
3SJEPD031129_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.796
4MDT-AP-0322
medullo-epn-umap@date-based
MedMedulloblastoma0.791
5R122
bladder-landscape@3
0.789
6SRR12696742
melanoma-umap@29
0.788
7TCGA-HQ-A5ND-01A-11R-A26T-07
bladder-landscape@3
0.787
8SRR23303771
bladder-landscape@3
0.787
9beb52b13-584a-4227-abe8-9861c3388c14
melanoma-umap@29
0.785
10TCGA-21-1071-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.785

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
REACTIVE_OXYGEN_SPECIES_PATHWAY0.550Inavolisib— uncovered
E2F_TARGETS0.530Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
DNA_REPAIR0.350Idelalisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
GLYCOLYSIS0.290Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.240Inavolisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
PEROXISOME0.230Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered