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

TCGA-AN-A04C-01A-21R-A034-07

· C

e5ff8a10-37bd-5dff-bc93-ad83f00b5cbf

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
C
subtype
C
overall_survival_months
2

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+0.540
  • MYC_TARGETS_V1+0.480
  • G2M_CHECKPOINT+0.420
  • E2F_TARGETS+0.410
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • SPERMATOGENESIS+0.220
  • MTORC1_SIGNALING+0.210
  • DNA_REPAIR+0.200
  • XENOBIOTIC_METABOLISM+0.180
  • FATTY_ACID_METABOLISM+0.150

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • UV_RESPONSE_DN-0.430
  • INTERFERON_GAMMA_RESPONSE-0.410
  • TGF_BETA_SIGNALING-0.350
  • PROTEIN_SECRETION-0.320
  • ANGIOGENESIS-0.280
  • COMPLEMENT-0.280
  • ESTROGEN_RESPONSE_EARLY-0.280
  • INFLAMMATORY_RESPONSE-0.260

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-XF-AAMZ-01A-11R-A42T-07
bladder-landscape@3
0.888
2TCGA-22-4613-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.885
3fea46737-a2b3-49d4-8358-d0737546b6da
colon-landscapes@1
0.873
4AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.870
5TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.868
6C3N-00555
lung-landscapes@6
cohortSQ20.867
7TCGA-4Z-AA87-01A-11R-A39I-07
bladder-landscape@3
0.864
8SRR6013549
lung-landscapes@6
cohortSQ20.861
9TCGA-CN-A6V7-01A-12R-A34R-07
head-neck@1
0.860
10C3N-01017
lung-landscapes@6
cohortSQ20.859

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.540Idelalisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
SPERMATOGENESIS0.220Inavolisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.150Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
PEROXISOME0.130Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.080Inavolisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
PANCREAS_BETA_CELLS0.030Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.010Inavolisib— uncovered