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

TCGA-XF-AAMW-01A-11R-A42T-07

3b2e1a1c-eb5f-541d-ab1d-3575bd1f0083

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
8.311432326
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

  • INTERFERON_ALPHA_RESPONSE+0.580
  • TGF_BETA_SIGNALING+0.540
  • PROTEIN_SECRETION+0.470
  • INTERFERON_GAMMA_RESPONSE+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • ANGIOGENESIS+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • HEDGEHOG_SIGNALING+0.410
  • MITOTIC_SPINDLE+0.410
  • UNFOLDED_PROTEIN_RESPONSE+0.410

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.330
  • FATTY_ACID_METABOLISM-0.260
  • PEROXISOME-0.210
  • KRAS_SIGNALING_DN-0.200
  • OXIDATIVE_PHOSPHORYLATION-0.170
  • SPERMATOGENESIS-0.170
  • MYOGENESIS-0.120
  • CHOLESTEROL_HOMEOSTASIS-0.090
  • XENOBIOTIC_METABOLISM-0.090
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.080

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-50-6595-01A-12R-1858-07
lung-landscapes@6
cohortA10.936
2TCGA-44-7661-01A-11R-2066-07
lung-landscapes@6
cohortA10.899
3TCGA-XF-A9SY-01A-21R-A42T-07
bladder-landscape@3
0.892
4SRR934760
brain-umap@2
0.891
5TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.890
6TCGA-XF-A9T4-01A-11R-A39I-07
bladder-landscape@3
0.887
7TCGA-HQ-A5NE-01A-12R-A28M-07
bladder-landscape@3
0.886
8SRR934956
brain-umap@2
0.885
9SRR934881
brain-umap@2
0.883
10TCGA-FD-A6TK-01A-42R-A33J-07
bladder-landscape@3
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.580Inavolisib— uncovered
TGF_BETA_SIGNALING0.540Inavolisib— uncovered
PROTEIN_SECRETION0.470Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
ANGIOGENESIS0.430Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.410Idelalisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
MYC_TARGETS_V20.340Idelalisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
MYC_TARGETS_V10.290Inavolisib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered