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

TCGA-CQ-5334-01A-01R-1686-07

721d10b4-b663-59e2-b2a7-69d22fada0df

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
0.029452055
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

  • INTERFERON_ALPHA_RESPONSE+0.680
  • INTERFERON_GAMMA_RESPONSE+0.590
  • ALLOGRAFT_REJECTION+0.530
  • G2M_CHECKPOINT+0.450
  • MITOTIC_SPINDLE+0.450
  • ANGIOGENESIS+0.440
  • COMPLEMENT+0.420
  • IL6_JAK_STAT3_SIGNALING+0.420
  • E2F_TARGETS+0.410
  • APICAL_JUNCTION+0.360

Top 10 suppressed

  • MYC_TARGETS_V2-0.320
  • HYPOXIA-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • KRAS_SIGNALING_DN-0.210
  • PANCREAS_BETA_CELLS-0.190
  • P53_PATHWAY-0.180
  • TNFA_SIGNALING_VIA_NFKB-0.080
  • GLYCOLYSIS-0.070
  • UV_RESPONSE_UP-0.070
  • FATTY_ACID_METABOLISM-0.050

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-34-8454-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.858
2TCGA-39-5030-01A-01R-1443-07
lung-landscapes@6
cohortSQ10.855
3738B9C39-A73F-4BD5-A8D4-3F75B9E14569
brain-umap@2
0.820
4BS_J70GK8SM
brain-umap@2
Supratentorial Ependymoma0.818
5TCGA-AR-A250-01A-31R-A169-07
breast-umap@18
C0.813
6SRR934737
brain-umap@2
0.809
7SRR934943
brain-umap@2
0.797
8TCGA-ZF-AA5H-01A-11R-A39I-07
bladder-landscape@3
0.793
9TCGA-44-6779-01A-11R-1858-07
lung-landscapes@6
cohortA10.792
10SRR650191
bladder-landscape@3
0.791

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.680Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.590Idelalisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
MITOTIC_SPINDLE0.450Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
APICAL_JUNCTION0.360Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.330Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
APOPTOSIS0.240Idelalisib— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered